rm(list = ls())

Install packages

library(mombf)
## Loading required package: mvtnorm
## Loading required package: ncvreg
## Loading required package: mgcv
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## This is mgcv 1.9-0. For overview type 'help("mgcv-package")'.
library(dplyr)
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library(tidyr)
library(ggsci)
library(hdm)
library(glmnet)
## Loading required package: Matrix
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## Loaded glmnet 4.1-8
library(ggplot2)
library(tidyverse)
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library(HDCI)
library(gridExtra)
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library(pROC)
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library("adapt4pv")
library(readr)
library(dplyr)
library(knitr)
library(stringr)
library(data.table)
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library(stringr)
library(readr)
library(tidyverse)

Prep

Load data

# Load data
DIR <- '/Users/jonnycodd/Downloads/'

raw_train <- read.csv(file.path(DIR, 'realestate_train.csv'))
raw_test <- read.csv(file.path(DIR, 'realestate_test.csv'))

# Drop X 
raw_train$X <- NA
raw_test$X <- NA

# Convert date to numeric
raw_train$date <- as.Date(raw_train$date_added)
raw_test$date <- as.Date(raw_test$date_added)
# Merge indices 
pca_offer <- read.csv(file.path(DIR, 'pca_offer.csv'))
pca_demand <- read.csv(file.path(DIR, 'pca_demand.csv'))

# Extract year and month from date in raw_train and raw_test
raw_train$year <- format(raw_train$date, "%Y")
raw_train$month <- format(raw_train$date, "%m")

raw_test$year <- format(raw_test$date, "%Y")
raw_test$month <- format(raw_test$date, "%m")

# Extract year and month from date in pca_offer and pca_demand
pca_offer$year <- format(as.Date(pca_offer$date), "%Y")
pca_offer$month <- format(as.Date(pca_offer$date), "%m")

pca_demand$year <- format(as.Date(pca_demand$date), "%Y")
pca_demand$month <- format(as.Date(pca_demand$date), "%m")

# Merge raw_train with pca_offer and pca_demand
raw_train <- merge(raw_train, pca_offer, by = c("year", "month"), all = FALSE)
raw_train <- merge(raw_train, pca_demand, by = c("year", "month"), all = FALSE)

# Merge raw_test with pca_offer and pca_demand
raw_test <- merge(raw_test, pca_offer, by = c("year", "month"), all = FALSE)
raw_test <- merge(raw_test, pca_demand, by = c("year", "month"), all.x = FALSE)

Define model

n_addresses <- 10
dummy_addresses <- T
dummy_subdistricts <- T
dummy_coordinates <- F
square_cordinates <- T
qcuts <- 100
drop_prev_prices <- T

log_price <- T
# Filter addresses
address_counts <- raw_train %>% count(address_simple)
selected_addresses <- address_counts[address_counts$n > n_addresses, ]$address_simple

cat('Train size before', dim(raw_train), ': after', dim(raw_train[raw_train$address_simple %in% selected_addresses, ]))
## Train size before 23770 489 : after 23432 489
raw_train <- raw_train[raw_train$address_simple %in% selected_addresses, ]

cat('Train size before', dim(raw_test), ': after', dim(raw_test[raw_test$address_simple %in% selected_addresses, ]))
## Train size before 3200 489 : after 2941 489
raw_test <- raw_test[raw_test$address_simple %in% selected_addresses, ]

Address dummies

generate_dummies <- function(train, test, column) {
  # Combine train and test
  combined_data <- rbind(train, test)
  
  # Creating dummy variables (assuming 'category' is your categorical column)
  combined_data_dummy <- model.matrix(~ get(column) - 1, combined_data)
  
  col_names <- stringr::str_replace(colnames(combined_data_dummy), "get\\(column\\)", paste0(column, '_'))
  #print(col_names)
  colnames(combined_data_dummy) <- col_names
  
  # Splitting back into training and testing sets
  train_rows <- nrow(train)
  x_train_dummy <- combined_data_dummy[1:train_rows, ]
  x_test_dummy <- combined_data_dummy[(train_rows + 1):nrow(combined_data_dummy), ]
  
  # Add the dummy variables to the original dataframes
  train <- cbind(train, x_train_dummy)
  test <- cbind(test, x_test_dummy)
  
  return(list(train = train, test = test))
}

if (dummy_addresses) {
  result <- generate_dummies(raw_train, raw_test, 'address_simple')
  raw_train <- result$train
  raw_test <- result$test  
}

Subdistrict dummies

obtain_subdistrict <- function(df) {
  df$subdistrict <- sapply(strsplit(df$address_simple, ",\\s*"), function(x) x[[2]])
  df[df$subdistrict == 'Dubai', 'subdistrict'] <- sapply(strsplit(df[df$subdistrict == 'Dubai', 'address_simple'], ",\\s*"), function(x) x[[1]])  
  
  return(df)
}

if (dummy_subdistricts) {
  raw_train <- obtain_subdistrict(raw_train)
  raw_test <- obtain_subdistrict(raw_test)
  
  result <- generate_dummies(raw_train, raw_test, 'subdistrict')
  raw_train <- result$train
  raw_test <- result$test  
}

Coordinates dummies

do_quantiles <- function(data, quantiles, prefix) {
    cuts <- cut(data, quantiles, include.lowest = T)
    cuts <- paste0(prefix, cuts)
    return(cuts)
}
  
combined_data <- rbind(raw_train, raw_test)

# Function to assign subregions
assign_subregion <- function(data, lat_breaks, long_breaks) {
  data$subregion <- with(data, paste(
    cut(lat, breaks = lat_breaks, labels = FALSE, include.lowest = TRUE),
    cut(lon, breaks = long_breaks, labels = FALSE, include.lowest = TRUE),
    sep = "_"
  ))
  return(data)
}

if (square_cordinates){
  
  # Lat
  lat_quantiles <- unique(quantile(combined_data$lat, 0:qcuts/qcuts))
  #combined_data$lat_cuts <- do_quantiles(combined_data$lat, quantiles, 'lat_')

  # Lon
  lon_quantiles <- unique(quantile(combined_data$lon, 0:qcuts/qcuts))
  #combined_data$lon_cuts <- do_quantiles(combined_data$lon, quantiles, 'lon_')
  
  # Assign subregions to both datasets
  raw_train <- assign_subregion(raw_train, lat_quantiles, lon_quantiles)
  raw_test <- assign_subregion(raw_test, lat_quantiles, lon_quantiles)

  result <- generate_dummies(raw_train, raw_test, 'subregion')
  raw_train <- result$train
  raw_test <- result$test  
    
}

if (dummy_coordinates) {
  # Lat
  quantiles <- unique(quantile(combined_data$lat, 0:qcuts/qcuts))
  raw_train$lat_cuts <- do_quantiles(raw_train$lat, quantiles, 'lat_')
  raw_test$lat_cuts <- do_quantiles(raw_test$lat, quantiles, 'lat_')
    
  # Lon
  quantiles <- unique(quantile(combined_data$lon, 0:qcuts/qcuts))
  raw_train$lon_cuts <- do_quantiles(raw_train$lon, quantiles, 'lon_')
  raw_test$lon_cuts <- do_quantiles(raw_test$lon, quantiles, 'lon_')


  # Lat
  result <- generate_dummies(raw_train, raw_test, 'lat_cuts')
  raw_train <- result$train
  raw_test <- result$test  
  
  # Lon
  result <- generate_dummies(raw_train, raw_test, 'lon_cuts')
  raw_train <- result$train
  raw_test <- result$test  
}

Cleaning

test <- raw_test 
train <-raw_train

# Keep numeric columns
numeric <- sapply(train, is.numeric)
numeric_test <- sapply(train, is.numeric)

train <- train[, numeric]
test <- test[, numeric]

# Remove columns with 0 variance 
test= test[,apply(test, 2, var) > 0] #remove columns with 0 variance
train= train[,apply(train, 2, var) > 0] #remove columns with 0 variance

cat(dim(train), dim(test))
## 23432 1122 2941 1087
# To have same columns in train and test
train <- train[, intersect(names(train), names(test))]
test <- test[, intersect(names(train), names(test))]

cat(dim(train), dim(test))
## 23432 1083 2941 1083

Create additional variables

Interaction terms

# Define create interactions terms function
create_interaction_terms <- function(data, variables) {
    # Identify columns that start with "community_"
    subdistrict_cols <- grep("^community_", names(data), value = TRUE)

    # Loop over these columns and create interaction terms
    for(col in subdistrict_cols) {
        for(var in variables) {
            # Check if the variable exists in the data
            if(var %in% names(data)) {
                # Create interaction term and add it to the data
                data[paste0(col, "_", var)] <- data[, col] * data[, var]
            } else {
                warning(paste("Variable", var, "not found in dataframe. Skipping."))
            }
        }
    }
    # Return the modified dataframe
    return(data)
}

# Define the list of variables for interaction
variables_to_interact <- c("beds", "area", "baths", "balcony", "parking", "swimming_pool", "furnished")

# Call the function with your dataframe and the list of variables
train <- create_interaction_terms(train, variables_to_interact)
test <- create_interaction_terms(test, variables_to_interact)

Squared vars

train$area_sq <- train$area^2
test$area_sq <- test$area^2

train$bed_sq <- train$bed^2
test$bed_sq <- test$bed^2

train$baths_sq <- train$baths^2
test$baths_sq <- test$baths^2

Remove highly correlated variables

# Check for correlation
correlation_matrix <- cor(train)
high_correlation <- which(abs(correlation_matrix) > 0.99, arr.ind = TRUE)

# Return which variables are getting removex
high_correlation <- high_correlation[high_correlation[, 1] < high_correlation[, 2], ]
pairs_to_remove <- apply(high_correlation, 1, function(index) {
  pair <- colnames(train)[index]
  #cat("High correlation between:", pair[1], "and", pair[2], "\n")
  #cat("Removing:", pair[2], "\n\n")
  return(pair[2])
})

# Remove
test <- test[, !colnames(test) %in% pairs_to_remove]
train <- train[, !colnames(train) %in% pairs_to_remove]

Prepare dataframes

# Split into X and Y for scaling
x_train <- select(train, -price)

num_scale <- 1 # to make weights more interpretable

y_train_orig <- train$price/num_scale
if (log_price) {
  y_train <- log(train$price/num_scale)
} else{
  y_train <- train$price/num_scale
}

x_test <- select(test, -price)
y_test_orig <- test$price/num_scale
if (log_price) {
  y_test <- log(test$price/num_scale)
} else{
  y_test <- test$price/num_scale
}

# Save unscaled
x_train_unscaled <- x_train
x_test_unscaled <- x_test

# Scale 
x_train <- scale(x_train)
x_test <- scale(x_test)

# Create dfs
y_train_df <- data.frame(y_train)
x_train_df <- data.frame(x_train)
colnames(y_train_df)<-'price'

y_test_df <- data.frame(y_test)
x_test_df <- data.frame(x_test)
colnames(y_test_df)<-'price'

# Drop same price variables
if (drop_prev_prices) {
  # save data frame with price vars
  x_test_df_with_pricevars <- x_test_df
  x_train_df_with_pricevars <- x_train_df
  
  # Drop from main dfs
  x_test_df <- x_test_df %>% select(-contains("same"))
  x_train_df <- x_train_df %>% select(-contains("same"))
}

train_df<-cbind(x_train_df,y_train_df)
test_df<-cbind(x_test_df,y_test_df)

Define regression metrics

# Regression metrics
rmse <- function(observed, predicted) {
  sqrt(mean((observed - predicted) ^ 2))
}

log_rmse <- function(observed, predicted) {
  sqrt(mean((log(observed) - log(predicted)) ^ 2))
}

mape <- function(observed, predicted) {
  mean(abs((predicted - observed) / observed)) * 100
}

mae <- function(observed, predicted) {
  mean(abs(observed - predicted))
}

# Metrics CV
regression_metrics <- function(model, data, y_real, num_scale, y_wout_log) {
 
  pred <- predict(model, newx = as.matrix(data), s = fit.lasso$lambda.min, type = "response")
  
  if (log_price) {
      pred <- exp(pred)
      y_real <- y_wout_log
  }
  rmse_value <- rmse(y_real, pred)*num_scale
  mape <- mape(y_real, pred)
  mae <- mae(y_real, pred)*num_scale
  cat('\nRMSE:', rmse_value, 'MAPE:', mape, 'MAE:', mae) 
  
  return(list(rmse=rmse_value, mape=mape, mae=mae))
}

Summarize data

# Calculate statistics for y_train
n_obs_train <- length(y_train)
mean_train <- mean(exp(y_train))
quartiles_train <- quantile(as.matrix(exp(y_train)), probs = c(0.25, 0.5, 0.75))

# Calculate statistics for y_test
n_obs_test <- length(y_test)
mean_test <- mean(y_test)
quartiles_test <- quantile(as.matrix(y_test), probs = c(0.25, 0.5, 0.75))

# Create the data frame with the statistics
stats_table <- data.frame(
  Dataset = c("y_train", "y_test"),
  Observations = c(n_obs_train, n_obs_test),
  Mean = c(mean_train, mean_test),
  `1st Quartile` = c(quartiles_train[1], quartiles_test[1]),
  Median = c(quartiles_train[2], quartiles_test[2]),
  `3rd Quartile` = c(quartiles_train[3], quartiles_test[3])
)

stats_table_long <- stats_table %>% 
  pivot_longer(cols = -Dataset, names_to = "Metric", values_to = "Value")

# Spread the long format table to wide format with one column for y_train and one for y_test
stats_table_wide <- stats_table_long %>% 
  pivot_wider(names_from = Dataset, values_from = Value)

LASSO

x_test_df[is.na(x_test_df)] <- 0
x_train_df[is.na(x_train_df)] <- 0

cat(dim(x_train_df))
## 23432 607

LASSO BIC

Define model

lasso.bic <- function(y,x,extended=FALSE) {
  #Select model in LASSO path with best BIC (using LASSO regression estimates)
  #Input
  # - y: vector with response variable
  # - x: design matrix
  #
  #Output: list with the following elements
  # - coef: LASSO-estimated regression coefficient with lambda set via BIC
  # - ypred: predicted y
  # - lambda.opt: optimal value of lambda
  # - lambda: data.frame with bic and number of selected variables for each value of lambda
  require(glmnet)
  fit <- glmnet(x=x,y=y,family='gaussian',alpha=1)
  pred <- cbind(1,x) %*% rbind(fit$a0,fit$beta)
  n <- length(y)
  p <- colSums(fit$beta!=0) + 1
  if (!extended){
    bic <- n * log(colSums((y-pred)^2)/length(y)) + n*(log(2*pi)+1) + log(n)*p 
  } else {
    bic <- n * log(colSums((y-pred)^2)/length(y)) + n*(log(2*pi)+1) + log(n)*p + 2*log(choose(ncol(x),p))
  }
  sel <- which.min(bic)
  beta <- c(fit$a0[sel],fit$beta[,sel]); names(beta)[1]= 'Intercept'
  ypred <- pred[,sel]
  ans <- list(coef=beta,ypred=ypred,lambda.opt=fit$lambda[sel],lambda=data.frame(lambda=fit$lambda,bic=bic,nvars=p))
  return(ans)
}

Fit model

# Fit model
fit.lasso_ebic = lasso.bic(x=as.matrix(x_train_df), y=y_train ,extended = TRUE)
fit.lasso_ebic
## $coef
##                                                                                                                 Intercept 
##                                                                                                              1.392875e+01 
##                                                                                                                      beds 
##                                                                                                              1.172304e-01 
##                                                                                                                     baths 
##                                                                                                              8.750363e-03 
##                                                                                                                      area 
##                                                                                                              3.266779e-01 
##                                                                                                                       lat 
##                                                                                                              0.000000e+00 
##                                                                                                                       lon 
##                                                                                                             -6.181044e-02 
##                                                                                                                   balcony 
##                                                                                                              7.467256e-04 
##                                                                                                                   parking 
##                                                                                                              0.000000e+00 
##                                                                                                             swimming_pool 
##                                                                                                              0.000000e+00 
##                                                                                                                 furnished 
##                                                                                                              5.220621e-03 
##                                                                                            emirate_n_transactions_shift1m 
##                                                                                                              0.000000e+00 
##                                                                                           emirate_avg_trans_value_shift1m 
##                                                                                                              0.000000e+00 
##                                                                                           emirate_std_trans_value_shift1m 
##                                                                                                              0.000000e+00 
##                                                                                    emirate_offplan_n_transactions_shift1m 
##                                                                                                              0.000000e+00 
##                                                                                   emirate_offplan_avg_trans_value_shift1m 
##                                                                                                              0.000000e+00 
##                                                                                   emirate_offplan_std_trans_value_shift1m 
##                                                                                                              0.000000e+00 
##                                                                                      emirate_ready_n_transactions_shift1m 
##                                                                                                              0.000000e+00 
##                                                                                     emirate_ready_avg_trans_value_shift1m 
##                                                                                                              0.000000e+00 
##                                                                                            emirate_n_transactions_shift3m 
##                                                                                                              0.000000e+00 
##                                                                                           emirate_avg_trans_value_shift3m 
##                                                                                                              6.774713e-03 
##                                                                                           emirate_std_trans_value_shift3m 
##                                                                                                              0.000000e+00 
##                                                                                    emirate_offplan_n_transactions_shift3m 
##                                                                                                              1.271755e-03 
##                                                                                   emirate_offplan_avg_trans_value_shift3m 
##                                                                                                              0.000000e+00 
##                                                                                   emirate_offplan_std_trans_value_shift3m 
##                                                                                                              0.000000e+00 
##                                                                                      emirate_ready_n_transactions_shift3m 
##                                                                                                              0.000000e+00 
##                                                                                     emirate_ready_avg_trans_value_shift3m 
##                                                                                                              0.000000e+00 
##                                                                                            emirate_n_transactions_shift6m 
##                                                                                                              0.000000e+00 
##                                                                                           emirate_avg_trans_value_shift6m 
##                                                                                                              0.000000e+00 
##                                                                                           emirate_std_trans_value_shift6m 
##                                                                                                              0.000000e+00 
##                                                                                    emirate_offplan_n_transactions_shift6m 
##                                                                                                              7.198477e-03 
##                                                                                   emirate_offplan_avg_trans_value_shift6m 
##                                                                                                              0.000000e+00 
##                                                                                   emirate_offplan_std_trans_value_shift6m 
##                                                                                                              0.000000e+00 
##                                                                                      emirate_ready_n_transactions_shift6m 
##                                                                                                              0.000000e+00 
##                                                                                     emirate_ready_avg_trans_value_shift6m 
##                                                                                                              0.000000e+00 
##                                                                                               comm_n_transactions_shift1m 
##                                                                                                              0.000000e+00 
##                                                                                              comm_avg_trans_value_shift1m 
##                                                                                                              2.086476e-02 
##                                                                                              comm_std_trans_value_shift1m 
##                                                                                                              0.000000e+00 
##                                                                                       comm_offplan_n_transactions_shift1m 
##                                                                                                              8.102876e-03 
##                                                                                      comm_offplan_avg_trans_value_shift1m 
##                                                                                                              1.386578e-03 
##                                                                                      comm_offplan_std_trans_value_shift1m 
##                                                                                                              0.000000e+00 
##                                                                                         comm_ready_n_transactions_shift1m 
##                                                                                                              0.000000e+00 
##                                                                                        comm_ready_avg_trans_value_shift1m 
##                                                                                                              0.000000e+00 
##                                                                                        comm_ready_std_trans_value_shift1m 
##                                                                                                             -1.275687e-03 
##                                                                                               comm_n_transactions_shift3m 
##                                                                                                             -2.197993e-03 
##                                                                                              comm_avg_trans_value_shift3m 
##                                                                                                              1.247664e-02 
##                                                                                              comm_std_trans_value_shift3m 
##                                                                                                             -4.595408e-05 
##                                                                                       comm_offplan_n_transactions_shift3m 
##                                                                                                              0.000000e+00 
##                                                                                      comm_offplan_avg_trans_value_shift3m 
##                                                                                                              0.000000e+00 
##                                                                                      comm_offplan_std_trans_value_shift3m 
##                                                                                                              0.000000e+00 
##                                                                                         comm_ready_n_transactions_shift3m 
##                                                                                                             -4.844294e-03 
##                                                                                        comm_ready_avg_trans_value_shift3m 
##                                                                                                              4.227075e-03 
##                                                                                        comm_ready_std_trans_value_shift3m 
##                                                                                                             -8.982299e-04 
##                                                                                               comm_n_transactions_shift6m 
##                                                                                                              0.000000e+00 
##                                                                                              comm_avg_trans_value_shift6m 
##                                                                                                              0.000000e+00 
##                                                                                              comm_std_trans_value_shift6m 
##                                                                                                             -7.059834e-03 
##                                                                                       comm_offplan_n_transactions_shift6m 
##                                                                                                              3.285280e-03 
##                                                                                      comm_offplan_avg_trans_value_shift6m 
##                                                                                                             -1.728317e-04 
##                                                                                      comm_offplan_std_trans_value_shift6m 
##                                                                                                              4.375250e-04 
##                                                                                         comm_ready_n_transactions_shift6m 
##                                                                                                             -6.404557e-03 
##                                                                                        comm_ready_avg_trans_value_shift6m 
##                                                                                                              1.685503e-02 
##                                                                                                   property_type_Townhouse 
##                                                                                                              1.185102e-02 
##                                                                                                       property_type_Villa 
##                                                                                                              1.544838e-02 
##                                                                                  community_Jumeirah.Beach.Residence..JBR. 
##                                                                                                              0.000000e+00 
##                                                                                      community_Jumeirah.Lake.Towers..JLT. 
##                                                                                                             -3.884570e-02 
##                                                                                   community_Jumeirah.Village.Circle..JVC. 
##                                                                                                              0.000000e+00 
##                                                                                             completion_status_constructed 
##                                                                                                             -8.709094e-03 
##                                                                                      completion_status_under.construction 
##                                                                                                             -3.237438e-03 
##                                                                                                  metro_JumeirahLakeTowers 
##                                                                                                              2.471315e-02 
##                                                                                                         metro_DubaiMarina 
##                                                                                                             -1.286495e-02 
##                                                                                             metro_JumeirahBeachResidence1 
##                                                                                                              0.000000e+00 
##                                                                                                   metro_Dubai.Marina.Mall 
##                                                                                                              0.000000e+00 
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##                                                                                                          gdp_construction 
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##                                                                                                              1.463509e-03 
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##                                                                                                              3.460979e-03 
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##                                                                                                             -2.642204e-03 
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##                                                                                                             -9.938207e-04 
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##                                                                                                             -4.878548e-03 
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##                                                                                                             -2.664151e-05 
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##                                                                                                             -7.171108e-03 
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##                                                                                                             -5.087423e-03 
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##                                                                                                             -1.169806e-03 
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##                                                                                                             -5.862341e-03 
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##                                                                                                             -2.074257e-02 
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##                                                                                                             -4.098149e-03 
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##                                                                                                             -2.348732e-03 
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##                          address_simple_Green.Lakes..JLT.Cluster.S..Green.Lake.Towers...Jumeirah.Lake.Towers..JLT...Dubai 
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##                                                                                                   subdistrict_Bay.Central 
##                                                                                                              1.266340e-02 
##                                                                                                  subdistrict_Dubai.Marina 
##                                                                                                              0.000000e+00 
##                                                                          subdistrict_Dubai.Marina.Towers..Emaar.6.Towers. 
##                                                                                                              2.514558e-02 
##                                                                                              subdistrict_Emirates.Gardens 
##                                                                                                             -1.529090e-02 
##                                                                                            subdistrict_Emirates.Gardens.2 
##                                                                                                             -2.171232e-02 
##                                                                                                 subdistrict_JLT.Cluster.A 
##                                                                                                              0.000000e+00 
##                                                                                                 subdistrict_JLT.Cluster.C 
##                                                                                                              5.299365e-03 
##                                                                                                 subdistrict_JLT.Cluster.D 
##                                                                                                              0.000000e+00 
##                                                                                                 subdistrict_JLT.Cluster.E 
##                                                                                                              0.000000e+00 
##                                                                                                 subdistrict_JLT.Cluster.J 
##                                                                                                              1.355342e-03 
##                                                                                                 subdistrict_JLT.Cluster.K 
##                                                                                                              4.387227e-02 
##                                                                                                 subdistrict_JLT.Cluster.L 
##                                                                                                             -9.803433e-03 
##                                                                                                 subdistrict_JLT.Cluster.O 
##                                                                                                             -1.441650e-03 
##                                                                                                 subdistrict_JLT.Cluster.Q 
##                                                                                                             -7.686242e-04 
##                                                                                                 subdistrict_JLT.Cluster.R 
##                                                                                                             -6.861743e-03 
##                                                                                                 subdistrict_JLT.Cluster.V 
##                                                                                                             -1.766024e-03 
##                                                                                subdistrict_Jumeirah.Beach.Residence..JBR. 
##                                                                                                              5.082180e-02 
##                                                                                    subdistrict_Jumeirah.Lake.Towers..JLT. 
##                                                                                                              0.000000e+00 
##                                                                                 subdistrict_Jumeirah.Village.Circle..JVC. 
##                                                                                                             -2.881410e-04 
##                                                                                               subdistrict_JVC.District.10 
##                                                                                                              0.000000e+00 
##                                                                                               subdistrict_JVC.District.11 
##                                                                                                             -8.753703e-03 
##                                                                                               subdistrict_JVC.District.12 
##                                                                                                              0.000000e+00 
##                                                                                               subdistrict_JVC.District.13 
##                                                                                                              0.000000e+00 
##                                                                                               subdistrict_JVC.District.14 
##                                                                                                              2.379132e-02 
##                                                                                               subdistrict_JVC.District.15 
##                                                                                                              0.000000e+00 
##                                                                                               subdistrict_JVC.District.18 
##                                                                                                              0.000000e+00 
##                                                                                                   subdistrict_Marina.Gate 
##                                                                                                              1.043230e-01 
##                                                                                              subdistrict_Marina.Promenade 
##                                                                                                              4.301590e-02 
##                                                                                                   subdistrict_Park.Island 
##                                                                                                              8.160722e-03 
##                                                                                             subdistrict_Seasons.Community 
##                                                                                                             -3.426274e-02 
##                                                                                              subdistrict_Tuscan.Residence 
##                                                                                                             -1.933549e-02 
##                                                                                                           subregion_10_86 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_11_62 
##                                                                                                              9.667097e-04 
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##                                                                                                             -1.147518e-03 
##                                                                                                           subregion_11_78 
##                                                                                                             -1.687498e-02 
##                                                                                                           subregion_11_79 
##                                                                                                             -1.742415e-03 
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##                                                                                                             -1.353618e-03 
##                                                                                                           subregion_12_88 
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##                                                                                                           subregion_13_81 
##                                                                                                             -3.351887e-03 
##                                                                                                           subregion_13_84 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_13_85 
##                                                                                                             -8.966887e-07 
##                                                                                                           subregion_19_62 
##                                                                                                             -3.295955e-03 
##                                                                                                            subregion_2_71 
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##                                                                                                            subregion_2_75 
##                                                                                                             -1.036527e-02 
##                                                                                                            subregion_2_76 
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##                                                                                                           subregion_20_81 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_20_87 
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##                                                                                                           subregion_21_62 
##                                                                                                              8.360478e-04 
##                                                                                                           subregion_21_64 
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##                                                                                                           subregion_21_71 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_21_76 
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##                                                                                                           subregion_21_77 
##                                                                                                             -2.011558e-03 
##                                                                                                           subregion_21_81 
##                                                                                                              9.949987e-04 
##                                                                                                           subregion_21_87 
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##                                                                                                           subregion_22_69 
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##                                                                                                           subregion_22_70 
##                                                                                                             -9.036569e-04 
##                                                                                                           subregion_23_64 
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##                                                                                                              0.000000e+00 
##                                                                                                           subregion_23_67 
##                                                                                                             -7.033555e-04 
##                                                                                                           subregion_23_68 
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##                                                                                                           subregion_23_70 
##                                                                                                              1.586664e-03 
##                                                                                                           subregion_23_71 
##                                                                                                             -3.103037e-04 
##                                                                                                           subregion_25_62 
##                                                                                                             -1.092288e-02 
##                                                                                                           subregion_25_87 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_27_70 
##                                                                                                             -3.780541e-03 
##                                                                                                           subregion_27_86 
##                                                                                                             -3.217024e-03 
##                                                                                                           subregion_28_11 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_28_70 
##                                                                                                             -1.465661e-03 
##                                                                                                           subregion_28_80 
##                                                                                                             -7.813082e-04 
##                                                                                                           subregion_29_75 
##                                                                                                              0.000000e+00 
##                                                                                                            subregion_3_61 
##                                                                                                              4.782006e-03 
##                                                                                                            subregion_3_73 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_30_75 
##                                                                                                             -3.144643e-04 
##                                                                                                           subregion_30_77 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_30_78 
##                                                                                                             -4.503872e-04 
##                                                                                                           subregion_30_80 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_30_86 
##                                                                                                              1.709357e-03 
##                                                                                                           subregion_31_76 
##                                                                                                              5.021167e-04 
##                                                                                                           subregion_38_23 
##                                                                                                              0.000000e+00 
##                                                                                                            subregion_4_74 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_40_11 
##                                                                                                             -6.101521e-04 
##                                                                                                            subregion_40_8 
##                                                                                                              0.000000e+00 
##                                                                                                            subregion_40_9 
##                                                                                                             -2.840928e-03 
##                                                                                                            subregion_41_9 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_43_17 
##                                                                                                              4.050703e-03 
##                                                                                                           subregion_43_28 
##                                                                                                             -3.125131e-03 
##                                                                                                            subregion_46_1 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_46_16 
##                                                                                                              2.870146e-03 
##                                                                                                            subregion_47_1 
##                                                                                                              2.463905e-04 
##                                                                                                            subregion_47_9 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_48_10 
##                                                                                                              3.787755e-02 
##                                                                                                            subregion_49_4 
##                                                                                                              0.000000e+00 
##                                                                                                            subregion_49_9 
##                                                                                                             -9.806529e-04 
##                                                                                                            subregion_50_5 
##                                                                                                              1.255623e-03 
##                                                                                                           subregion_51_23 
##                                                                                                              0.000000e+00 
##                                                                                                            subregion_51_9 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_52_12 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_52_13 
##                                                                                                              5.787936e-03 
##                                                                                                           subregion_52_23 
##                                                                                                              5.718137e-04 
##                                                                                                           subregion_53_10 
##                                                                                                              0.000000e+00 
##                                                                                                            subregion_53_9 
##                                                                                                             -6.670680e-04 
##                                                                                                           subregion_54_21 
##                                                                                                              8.184495e-03 
##                                                                                                           subregion_55_13 
##                                                                                                             -4.871672e-04 
##                                                                                                           subregion_55_22 
##                                                                                                              2.948439e-03 
##                                                                                                           subregion_55_23 
##                                                                                                              2.352633e-03 
##                                                                                                           subregion_56_40 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_57_24 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_57_26 
##                                                                                                              7.968537e-04 
##                                                                                                           subregion_58_13 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_58_44 
##                                                                                                             -2.333831e-03 
##                                                                                                           subregion_59_19 
##                                                                                                              1.723636e-03 
##                                                                                                           subregion_59_46 
##                                                                                                             -3.982559e-03 
##                                                                                                            subregion_6_65 
##                                                                                                             -8.645704e-04 
##                                                                                                            subregion_6_66 
##                                                                                                              0.000000e+00 
##                                                                                                            subregion_6_73 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_60_15 
##                                                                                                             -4.776050e-04 
##                                                                                                           subregion_60_20 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_60_43 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_61_16 
##                                                                                                             -2.646675e-03 
##                                                                                                           subregion_61_17 
##                                                                                                             -2.066831e-03 
##                                                                                                           subregion_61_40 
##                                                                                                              1.476913e-03 
##                                                                                                           subregion_62_16 
##                                                                                                              1.476819e-03 
##                                                                                                           subregion_62_45 
##                                                                                                             -2.874632e-04 
##                                                                                                           subregion_63_18 
##                                                                                                             -7.209605e-03 
##                                                                                                           subregion_65_17 
##                                                                                                             -6.981023e-03 
##                                                                                                           subregion_66_19 
##                                                                                                             -3.345142e-03 
##                                                                                                           subregion_66_22 
##                                                                                                              1.465456e-03 
##                                                                                                           subregion_66_52 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_67_20 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_67_25 
##                                                                                                             -4.860628e-05 
##                                                                                                           subregion_67_38 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_67_54 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_68_54 
##                                                                                                              1.747220e-03 
##                                                                                                           subregion_69_36 
##                                                                                                             -1.924899e-03 
##                                                                                                           subregion_69_57 
##                                                                                                              0.000000e+00 
##                                                                                                            subregion_7_75 
##                                                                                                              3.123773e-03 
##                                                                                                           subregion_70_40 
##                                                                                                             -3.992516e-04 
##                                                                                                           subregion_70_58 
##                                                                                                              5.786484e-04 
##                                                                                                           subregion_71_25 
##                                                                                                             -2.578344e-03 
##                                                                                                           subregion_71_43 
##                                                                                                             -6.152861e-03 
##                                                                                                           subregion_71_58 
##                                                                                                              2.065815e-03 
##                                                                                                           subregion_72_22 
##                                                                                                             -4.723702e-03 
##                                                                                                           subregion_72_45 
##                                                                                                             -6.262334e-03 
##                                                                                                           subregion_73_26 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_73_46 
##                                                                                                             -6.503690e-03 
##                                                                                                           subregion_74_25 
##                                                                                                             -5.871557e-04 
##                                                                                                           subregion_74_30 
##                                                                                                             -5.209743e-03 
##                                                                                                           subregion_75_28 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_75_32 
##                                                                                                             -3.588982e-03 
##                                                                                                           subregion_75_47 
##                                                                                                             -5.940828e-03 
##                                                                                                           subregion_76_28 
##                                                                                                             -4.173390e-03 
##                                                                                                           subregion_76_33 
##                                                                                                             -3.825356e-03 
##                                                                                                           subregion_76_35 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_79_39 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_80_56 
##                                                                                                              0.000000e+00 
##                                                                                                           subregion_83_52 
##                                                                                                             -6.917576e-04 
##                                                                                                           subregion_85_47 
##                                                                                                             -6.830990e-03 
##                                                                                                           subregion_89_52 
##                                                                                                             -5.482304e-04 
##                                                                                                            subregion_9_84 
##                                                                                                              0.000000e+00 
##                                                                             community_Jumeirah.Beach.Residence..JBR._beds 
##                                                                                                              1.255343e-02 
##                                                                             community_Jumeirah.Beach.Residence..JBR._area 
##                                                                                                              3.662232e-02 
##                                                                            community_Jumeirah.Beach.Residence..JBR._baths 
##                                                                                                              0.000000e+00 
##                                                                          community_Jumeirah.Beach.Residence..JBR._balcony 
##                                                                                                              4.822442e-03 
##                                                                          community_Jumeirah.Beach.Residence..JBR._parking 
##                                                                                                              0.000000e+00 
##                                                                    community_Jumeirah.Beach.Residence..JBR._swimming_pool 
##                                                                                                              0.000000e+00 
##                                                                        community_Jumeirah.Beach.Residence..JBR._furnished 
##                                                                                                              0.000000e+00 
##                                                                                 community_Jumeirah.Lake.Towers..JLT._beds 
##                                                                                                             -5.604464e-03 
##                                                                                 community_Jumeirah.Lake.Towers..JLT._area 
##                                                                                                              1.824571e-02 
##                                                                                community_Jumeirah.Lake.Towers..JLT._baths 
##                                                                                                             -1.633519e-03 
##                                                                              community_Jumeirah.Lake.Towers..JLT._balcony 
##                                                                                                              4.228136e-03 
##                                                                              community_Jumeirah.Lake.Towers..JLT._parking 
##                                                                                                             -6.753472e-04 
##                                                                        community_Jumeirah.Lake.Towers..JLT._swimming_pool 
##                                                                                                              0.000000e+00 
##                                                                            community_Jumeirah.Lake.Towers..JLT._furnished 
##                                                                                                              4.164235e-03 
##                                                                              community_Jumeirah.Village.Circle..JVC._beds 
##                                                                                                              0.000000e+00 
##                                                                              community_Jumeirah.Village.Circle..JVC._area 
##                                                                                                              1.366047e-02 
##                                                                             community_Jumeirah.Village.Circle..JVC._baths 
##                                                                                                              1.627607e-02 
##                                                                           community_Jumeirah.Village.Circle..JVC._balcony 
##                                                                                                              0.000000e+00 
##                                                                           community_Jumeirah.Village.Circle..JVC._parking 
##                                                                                                             -1.130424e-03 
##                                                                     community_Jumeirah.Village.Circle..JVC._swimming_pool 
##                                                                                                             -1.978532e-03 
##                                                                         community_Jumeirah.Village.Circle..JVC._furnished 
##                                                                                                              0.000000e+00 
##                                                                                                                   area_sq 
##                                                                                                             -1.061418e-01 
##                                                                                                                    bed_sq 
##                                                                                                             -2.893027e-02 
##                                                                                                                  baths_sq 
##                                                                                                              0.000000e+00 
## 
## $ypred
##        1        2        3        4        5        6        7        8 
## 13.22859 13.31655 14.34866 12.75356 13.67503 13.18122 13.79200 14.40198 
##        9       10       11       12       13       14       15       16 
## 14.06994 13.11478 15.03918 13.99642 14.11292 14.51888 13.99673 14.37607 
##       17       18       19       20       21       22       23       24 
## 13.33334 13.54886 13.90946 13.32649 14.07074 14.29502 13.32843 13.29574 
##       25       26       27       28       29       30       31       32 
## 13.65685 13.47629 13.36969 13.59028 14.45762 13.40180 14.01898 14.51436 
##       33       34       35       36       37       38       39       40 
## 14.24418 13.34489 13.31803 13.86845 13.47890 14.36184 14.22167 14.47377 
##       41       42       43       44       45       46       47       48 
## 13.00044 14.38076 13.31501 13.43960 12.91358 14.01637 13.24901 14.11499 
##       49       50       51       52       53       54       55       56 
## 13.68585 13.68807 14.25090 13.35910 15.00127 13.29239 14.09525 12.88044 
##       57       58       59       60       61       62       63       64 
## 13.27600 14.11645 14.31582 13.49985 13.91704 14.25620 14.10779 14.70470 
##       65       66       67       68       69       70       71       72 
## 13.68015 14.17593 13.25054 13.38268 12.85181 14.00066 13.22144 12.96902 
##       73       74       75       76       77       78       79       80 
## 14.07724 13.65560 13.38812 13.75262 14.31969 14.91468 14.11392 13.53300 
##       81       82       83       84       85       86       87       88 
## 14.42384 14.23248 13.34530 12.86373 13.80554 14.97704 14.52066 13.56707 
##       89       90       91       92       93       94       95       96 
## 13.57384 13.31012 13.04667 13.27195 12.84466 14.91840 14.64475 14.10732 
##       98       99      100      101      102      103      104      105 
## 14.30679 14.07275 13.76089 13.27414 14.41272 13.69596 13.84184 14.80274 
##      106      107      108      109      110      111      112      113 
## 14.23750 12.70953 15.10209 13.14599 12.99095 13.72730 13.36732 13.76873 
##      114      115      116      117      118      119      120      121 
## 14.39684 14.07884 13.59851 14.19553 14.07238 14.37190 14.40686 13.96565 
##      122      123      124      125      126      127      128      129 
## 12.96946 14.21917 14.57760 14.17366 13.08269 14.10350 15.13328 13.17014 
##      130      131      132      133      134      135      136      137 
## 13.61034 14.82952 13.32778 13.06038 13.71798 14.36235 14.12069 13.78328 
##      138      139      140      141      142      143      144      145 
## 13.68686 14.07098 13.09131 13.79645 14.35718 12.98359 13.36201 13.77150 
##      147      148      149      150      151      152      153      154 
## 13.28115 14.09931 13.91137 14.75703 13.41778 14.66636 13.22836 13.34163 
##      155      156      157      158      159      160      161      162 
## 13.32857 14.22789 14.30998 12.54107 14.46813 13.80178 14.88551 13.38673 
##      163      164      165      166      167      168      169      170 
## 14.48076 12.84144 13.91973 12.88508 14.13334 14.91674 13.58664 13.59971 
##      171      172      173      174      175      176      177      178 
## 14.15971 13.36296 13.11939 14.37190 13.41534 12.77282 14.61830 13.82330 
##      179      180      181      182      183      184      185      186 
## 14.10365 14.05721 14.47325 13.34741 14.20064 13.38427 13.47620 13.14174 
##      187      188      189      190      191      192      193      194 
## 13.56526 14.11445 14.93357 14.07984 14.23881 13.54160 14.35621 13.44156 
##      195      196      197      198      199      200      201      202 
## 13.31828 13.43990 14.27417 14.90881 13.02750 13.84983 14.17918 13.92293 
##      203      204      205      206      207      208      209      210 
## 13.07696 14.16745 14.11925 14.43451 13.86808 14.10605 15.29968 12.49115 
##      211      212      213      214      215      216      217      218 
## 13.82982 13.05735 14.23358 13.67062 13.63097 13.66788 13.56420 12.94875 
##      219      220      221      222      223      224      225      226 
## 13.86149 13.49385 14.33659 12.77571 13.70346 13.75909 14.73204 14.50229 
##      227      228      229      230      231      232      233      234 
## 13.04882 13.60055 12.90255 13.72083 14.14447 14.30230 13.88014 14.29980 
##      235      236      237      238      239      240      241      242 
## 13.60296 13.70419 14.36087 14.11509 14.00007 13.95561 13.34610 13.64203 
##      243      244      245      246      247      248      249      250 
## 14.01114 13.92197 14.44991 13.47436 14.07332 14.46881 12.91755 13.41408 
##      251      252      253      254      255      256      257      258 
## 13.85071 12.89741 14.12205 13.30016 13.33338 13.40107 13.42488 14.86834 
##      259      260      261      262      263      264      265      266 
## 14.01563 13.74322 14.37479 13.82021 13.36865 13.80300 13.27236 13.20218 
##      267      268      269      270      271      272      273      274 
## 13.56651 13.34341 14.09031 14.38738 14.07074 13.21160 14.53917 13.34852 
##      275      276      277      278      279      280      281      282 
## 14.48057 13.89927 14.32015 14.28493 13.23648 13.88498 13.88086 14.23812 
##      283      284      285      286      287      288      289      290 
## 13.75031 13.62614 13.94502 13.62458 14.13697 14.53302 14.03428 13.17443 
##      291      292      293      294      295      296      297      298 
## 13.24550 13.85282 14.36957 14.16868 13.20179 14.41239 14.64693 13.59374 
##      299      300      301      302      303      304      305      306 
## 13.87839 13.30772 13.38383 13.51658 14.23692 13.66653 12.84577 12.91523 
##      307      308      309      310      311      312      313      314 
## 14.33835 14.13083 13.11684 13.41965 13.69596 14.93550 13.85099 13.30264 
##      315      316      317      318      319      321      322      323 
## 12.81090 13.73600 13.88086 13.40721 12.92486 14.34360 13.83877 13.37236 
##      324      325      326      328      329      330      331      332 
## 13.22598 12.87993 13.37583 13.00495 14.90420 13.12423 14.34068 14.65473 
##      333      334      335      336      337      338      339      340 
## 13.39712 14.11552 13.64913 13.40096 13.80634 13.32115 13.66429 14.16040 
##      341      342      343      344      345      346      347      348 
## 14.41644 13.34783 14.20505 14.50483 13.24240 13.24971 13.55727 14.14217 
##      349      350      351      352      353      354      355      356 
## 14.05587 13.51797 14.52592 13.32660 15.10209 13.33747 13.67091 14.20455 
##      357      358      359      360      361      362      363      364 
## 14.07900 13.50961 14.16915 14.05164 13.96902 14.62690 14.19097 15.10209 
##      365      366      367      368      369      370      371      372 
## 13.92183 14.87851 14.16216 14.22568 13.50695 13.35676 13.61195 12.79407 
##      373      374      375      376      377      378      379      380 
## 14.86654 14.00764 13.80025 13.77371 14.11499 13.40580 13.78688 13.76157 
##      381      382      383      384      385      386      387      388 
## 13.99940 14.91030 14.11809 13.85153 12.93496 13.80178 13.94068 13.25920 
##      389      390      391      392      393      394      395      396 
## 13.64101 14.79194 13.78623 13.56506 12.41435 14.22866 13.86575 14.02784 
##      397      398      399      400      401      402      403      404 
## 12.99118 13.00620 14.09181 13.62345 13.72710 13.34783 13.52382 14.07161 
##      405      406      407      408      409      412      413      414 
## 14.04619 12.55996 13.32243 13.75694 13.38621 14.34742 13.56258 14.04970 
##      415      416      417      418      419      420      421      422 
## 14.24337 14.05820 14.27486 12.87771 14.01540 13.37842 14.88919 14.48482 
##      423      424      425      426      427      428      429      430 
## 13.69871 13.33446 13.14136 13.93143 13.61848 14.07074 14.06605 14.23256 
##      431      432      433      434      435      436      437      439 
## 15.07957 14.24552 13.54363 13.25964 13.80494 13.52714 13.01439 13.35737 
##      440      441      442      443      444      445      446      447 
## 12.84842 14.23111 13.21990 13.41012 13.77545 13.81906 14.61597 14.39279 
##      448      449      450      451      452      453      454      455 
## 13.39095 13.38272 14.45605 13.99150 13.34746 15.08834 13.24720 14.47894 
##      456      457      458      459      460      461      462      464 
## 13.79471 13.27938 14.08384 13.04824 13.74953 13.95598 12.82089 13.22344 
##      465      466      467      468      469      470      471      472 
## 13.68296 13.64631 13.71729 14.27742 14.21063 14.25623 14.91074 13.53170 
##      473      474      475      476      477      478      479      480 
## 14.17010 13.31885 13.67760 13.97794 13.49272 14.14164 13.86936 13.61090 
##      481      482      483      484      485      486      487      488 
## 13.53914 12.98066 14.05788 14.00554 14.04664 14.34279 14.58851 12.99903 
##      489      490      491      492      493      494      495      496 
## 13.19506 13.45807 14.34197 13.35615 14.34739 14.66001 13.16454 13.93280 
##      497      498      499      500      501      502      503      504 
## 13.38508 14.88241 14.49920 14.20552 14.10025 13.32513 13.80877 12.93971 
##      505      506      507      508      509      510      511      512 
## 13.65525 15.13680 12.95281 14.90004 13.65898 14.47389 15.07753 13.07771 
##      513      514      515      516      517      518      519      520 
## 13.57117 15.07794 14.15751 14.41335 14.90420 13.11873 14.64704 13.24557 
##      521      522      523      524      525      526      527      528 
## 13.66794 13.47273 13.60918 13.58125 13.41291 13.19212 14.37316 14.21298 
##      529      530      531      532      533      534      535      536 
## 13.70172 13.22162 13.63663 13.98455 14.07178 13.54519 14.26266 14.10350 
##      537      538      539      540      541      542      543      544 
## 14.33899 14.10779 14.20238 13.56653 13.84631 14.15530 15.10996 13.42933 
##      545      546      547      548      549      550      551      552 
## 13.46621 14.93121 13.25226 13.62862 13.86647 13.42450 15.15070 13.51384 
##      553      554      555      556      557      558      559      560 
## 13.73283 14.24367 13.92740 13.73143 15.08834 14.28124 13.90812 13.36832 
##      561      562      563      564      565      566      567      568 
## 14.03898 13.24927 13.47400 13.68150 14.26697 13.71834 13.43459 14.17589 
##      569      570      571      572      573      574      575      576 
## 12.84753 12.94134 14.13642 12.55568 14.68551 14.24128 14.04630 14.21766 
##      577      578      579      580      581      582      583      584 
## 13.64051 14.49040 12.99762 13.76347 13.72933 13.71427 13.71500 13.68033 
##      585      586      587      588      589      590      591      592 
## 14.06962 13.86601 13.89818 12.92672 13.14467 13.35262 13.72096 14.78236 
##      593      594      595      596      597      598      599      600 
## 13.32818 13.68807 14.05595 14.11499 13.67286 14.22186 13.61446 12.93816 
##      601      602      603      604      605      606      607      608 
## 14.07573 13.77124 13.29845 13.84420 13.75483 14.92065 14.52904 14.71671 
##      609      610      611      612      613      614      615      616 
## 14.68598 12.81053 14.13083 13.74298 14.50488 14.58966 14.33771 12.82580 
##      617      618      619      620      621      622      623      624 
## 14.79194 13.45633 14.11808 14.34104 13.29113 13.97067 14.17010 13.78829 
##      625      626      627      628      629      630      631      632 
## 14.15558 14.48226 13.41099 13.35388 14.78534 14.31934 14.23195 12.79456 
##      633      635      636      637      638      639      640      641 
## 13.53307 14.41298 14.51922 14.46716 13.60399 13.67729 13.70665 12.87497 
##      642      643      644      645      646      647      648      649 
## 14.24215 13.80581 14.42724 14.71688 13.15268 13.33719 14.11445 14.13859 
##      650      651      652      653      654      655      656      657 
## 13.78391 12.50451 13.66963 13.69409 13.06729 13.35018 13.94806 14.10529 
##      658      659      660      661      662      663      664      665 
## 13.38372 13.02267 13.12077 13.01490 14.45546 14.49359 13.65893 14.16837 
##      666      667      668      669      670      671      672      673 
## 14.45801 13.62552 13.47479 14.02941 14.07367 12.74659 13.55331 13.60745 
##      674      675      676      677      678      679      680      681 
## 13.14154 14.52096 14.67663 14.21093 13.27103 14.87430 13.77533 14.06292 
##      682      683      684      685      686      687      688      689 
## 13.06440 14.28837 13.38621 13.21715 13.07584 13.83030 13.31447 14.23873 
##      690      691      692      693      694      695      696      697 
## 13.09194 14.02784 14.22954 13.25692 14.45087 14.65008 13.28115 12.84233 
##      698      699      700      701      702      703      704      705 
## 13.31666 13.72726 13.83404 14.20172 14.61936 13.59969 13.43156 13.31043 
##      706      707      708      709      710      711      712      713 
## 14.15466 14.44411 13.16257 14.16421 14.02971 13.55300 13.70419 13.03194 
##      714      715      716      717      718      719      720      721 
## 14.87839 14.18326 13.41905 14.36398 14.30071 14.03949 14.74407 13.64784 
##      722      723      724      725      726      727      728      729 
## 13.61911 14.39499 13.27306 13.72646 13.76669 14.02223 14.60126 14.16837 
##      730      731      732      733      734      735      736      737 
## 14.38347 13.00495 14.38781 14.63983 14.23225 13.94025 13.10254 14.00716 
##      738      739      740      741      742      743      744      745 
## 13.32488 14.35990 13.57529 13.99469 13.24608 13.48311 14.91165 13.25766 
##      746      748      749      750      751      752      753      754 
## 14.49469 14.00423 13.56511 14.17707 13.85756 13.81458 14.10249 13.82171 
##      755      756      757      758      759      760      761      762 
## 13.60966 13.27380 13.98417 13.66594 13.22727 13.02631 13.55639 14.39588 
##      763      764      765      766      767      768      769      770 
## 13.94723 12.75716 13.24770 13.62101 14.13042 14.05788 14.10100 14.69417 
##      771      772      773      774      775      776      777      778 
## 14.37754 13.33819 14.36388 13.36684 14.91841 13.27414 14.40766 12.93262 
##      779      780      781      782      783      784      785      786 
## 13.03369 14.56755 15.07783 14.49638 12.97924 13.90398 14.96204 13.37045 
##      787      788      789      790      791      792      793      794 
## 13.94450 14.64151 13.61444 13.77350 14.90611 13.54071 14.16014 13.87154 
##      795      796      797      798      799      800      801      802 
## 14.61034 14.91074 13.87815 14.07074 13.38508 13.68688 13.32202 14.78758 
##      803      804      805      806      807      808      809      810 
## 14.91772 14.56543 13.28644 14.14090 13.66599 14.13499 14.26634 13.23525 
##      811      812      813      814      815      816      817      818 
## 12.81715 14.97574 13.94328 13.60791 13.79917 13.44010 14.11445 13.82162 
##      819      820      821      822      823      824      825      826 
## 13.95743 13.24329 14.90881 14.17918 13.44739 13.58347 13.41183 14.14280 
##      827      828      829      830      831      832      833      834 
## 13.19296 14.22294 14.89127 13.62634 13.69566 13.09624 14.80060 14.16245 
##      835      836      837      838      839      840      841      842 
## 14.40766 13.31756 12.87737 14.39515 13.94106 13.75569 14.48839 13.75638 
##      843      844      845      846      847      848      849      850 
## 14.29156 13.20912 12.97762 14.47467 13.35550 13.43455 14.61669 14.11499 
##      851      852      853      854      855      856      857      858 
## 14.64727 14.92852 14.54630 14.54443 13.60444 13.13155 14.24543 13.29545 
##      859      860      861      862      863      864      865      866 
## 13.36631 13.19506 13.80843 15.12799 14.08154 13.27257 13.23747 13.97898 
##      867      868      869      870      871      872      873      874 
## 14.24382 13.66794 12.91106 14.52120 14.49795 13.62276 14.14103 13.68984 
##      875      876      877      878      879      880      881      882 
## 14.01187 13.39012 14.08086 13.76107 13.69887 14.33878 13.33799 14.53565 
##      883      884      885      886      887      888      889      890 
## 13.28720 14.02662 14.60228 13.96479 13.80843 13.68550 13.62703 13.99408 
##      891      892      893      894      895      896      897      898 
## 13.08772 13.82549 13.98500 13.76090 13.29338 13.82024 13.15979 13.91828 
##      899      900      901      902      903      904      905      906 
## 14.11177 13.01235 14.93112 14.88924 15.10878 14.88598 14.67151 13.30893 
##      907      908      909      910      911      912      913      914 
## 13.90268 13.86954 13.87368 14.01248 13.21519 14.09449 13.50961 13.96968 
##      915      916      917      918      919      920      921      922 
## 13.42125 14.46923 13.75080 14.15971 14.90096 13.32547 13.16166 13.39599 
##      923      924      925      926      927      928      929      930 
## 13.69424 14.94348 13.71720 15.08574 13.58018 12.94926 14.56059 13.29112 
##      931      932      933      934      935      936      937      938 
## 14.33004 13.55968 13.37804 14.46935 12.94926 14.36461 13.49331 13.37622 
##      939      940      941      942      943      944      945      946 
## 13.69707 14.10982 13.91209 14.33753 14.94348 13.35884 13.50429 13.21625 
##      947      948      949      950      951      952      953      954 
## 14.60762 14.10532 13.99279 14.42194 13.90301 13.77685 12.94754 13.67071 
##      955      956      957      958      959      960      961      962 
## 13.68626 14.60170 14.09151 13.09009 14.34626 14.86357 14.13693 13.95335 
##      963      964      965      966      967      968      969      970 
## 14.38277 13.78256 14.15703 13.76725 14.42041 12.99041 14.32902 14.55890 
##      971      972      973      974      975      976      977      978 
## 14.40777 14.79450 14.17164 13.76133 13.70504 13.59323 12.98910 13.44351 
##      979      980      981      982      983      984      985      986 
## 13.56877 13.37776 14.52472 14.14173 13.42079 13.32042 13.81077 13.29130 
##      987      988      989      990      991      992      993      994 
## 13.48722 13.39310 13.95335 14.41044 14.43753 13.94411 15.12424 13.93670 
##      995      996      997      998      999     1000     1002     1003 
## 13.54831 14.68729 13.76952 14.71698 14.38662 14.89424 13.75012 13.40326 
##     1004     1005     1006     1007     1008     1009     1010     1011 
## 13.61032 13.21077 13.10768 12.91869 13.52866 14.20867 13.27435 14.01476 
##     1012     1013     1014     1015     1016     1017     1018     1019 
## 14.52683 13.93719 13.44313 14.82756 13.67567 13.13020 14.59642 13.22201 
##     1020     1021     1022     1023     1024     1025     1026     1027 
## 13.32701 14.91568 13.11221 14.11896 14.13285 15.00570 13.76862 12.66490 
##     1028     1029     1030     1031     1032     1033     1034     1035 
## 13.41387 14.44073 13.83086 14.30793 13.50802 12.96782 14.20900 13.87001 
##     1036     1037     1038     1039     1040     1041     1042     1043 
## 14.01639 13.89898 14.00389 13.92018 13.40754 13.18011 14.48337 13.54487 
##     1044     1045     1046     1047     1048     1049     1050     1051 
## 13.22629 12.96558 13.39231 13.37622 12.83620 13.93723 14.67541 14.21214 
##     1052     1053     1054     1055     1056     1058     1059     1060 
## 13.85985 13.60211 14.69579 14.46931 13.73637 13.82811 13.32237 14.29571 
##     1061     1062     1063     1064     1065     1066     1067     1068 
## 14.14298 14.19618 13.23487 13.94074 14.88603 14.29840 13.47943 12.97913 
##     1069     1070     1071     1072     1073     1074     1075     1076 
## 14.74279 13.92943 14.25535 14.17697 13.40684 13.68955 13.29919 13.93505 
##     1077     1078     1079     1080     1081     1082     1083     1084 
## 13.78392 13.70878 14.86713 13.87905 14.23361 13.88139 14.14043 13.33272 
##     1085     1086     1087     1088     1089     1090     1091     1092 
## 14.55451 14.54503 14.16588 13.63940 14.88082 13.80655 14.49456 14.94541 
##     1093     1094     1095     1096     1097     1098     1099     1100 
## 14.31022 13.69455 13.30232 13.77567 13.37923 13.35222 13.00444 13.43573 
##     1101     1102     1103     1104     1105     1106     1107     1108 
## 14.52539 13.79612 14.52364 14.11310 14.04962 14.86357 13.72253 13.79303 
##     1109     1110     1111     1112     1113     1114     1115     1116 
## 13.70427 13.54068 14.11822 13.50644 14.20936 14.01723 14.00758 13.27128 
##     1117     1118     1119     1120     1121     1122     1123     1124 
## 13.04606 14.10066 13.34780 13.45138 14.92796 13.74218 13.57859 14.91211 
##     1125     1126     1127     1128     1129     1130     1131     1132 
## 14.24516 14.05723 14.55983 13.25885 14.92796 14.34979 12.79596 13.63251 
##     1133     1134     1135     1136     1137     1138     1139     1140 
## 13.80262 14.54698 14.20767 13.67824 14.21246 14.17228 13.42969 13.58727 
##     1141     1142     1143     1144     1145     1146     1147     1148 
## 15.08574 14.92386 13.87511 13.38976 14.35154 13.24873 13.52500 13.45748 
##     1149     1150     1151     1152     1153     1154     1155     1156 
## 13.87175 13.89703 14.50276 14.34863 14.44097 13.78297 13.55276 14.27051 
##     1157     1158     1159     1160     1161     1162     1163     1164 
## 13.40390 13.76105 14.16528 14.13647 13.98511 13.18419 14.97743 13.35147 
##     1165     1166     1167     1168     1169     1170     1171     1172 
## 13.61458 13.34797 13.33396 13.48931 13.21420 14.05095 13.73600 13.39885 
##     1173     1174     1175     1176     1177     1178     1179     1180 
## 14.49750 14.06480 12.99290 13.31834 13.80088 14.35365 14.19076 13.01883 
##     1181     1182     1183     1184     1185     1186     1187     1188 
## 13.49270 13.53335 14.52817 14.25643 14.60937 14.22554 14.21857 13.26185 
##     1189     1190     1191     1192     1193     1195     1196     1197 
## 14.37062 14.02230 13.69907 14.33658 14.02526 14.24279 13.23926 14.14476 
##     1198     1199     1200     1201     1202     1203     1204     1205 
## 14.92465 14.39574 14.75198 14.92386 13.57009 14.53833 13.06177 14.17164 
##     1206     1208     1209     1210     1211     1212     1213     1214 
## 14.12748 14.52539 14.15145 14.08953 13.44992 13.95287 12.96274 13.92445 
##     1215     1216     1217     1218     1219     1220     1221     1222 
## 14.37664 13.70964 13.71428 13.51847 14.65055 13.39000 13.23730 14.54117 
##     1223     1224     1225     1226     1227     1228     1229     1230 
## 14.29412 14.17167 13.09469 14.47957 14.34517 13.81077 13.71434 14.36940 
##     1231     1232     1233     1234     1235     1236     1237     1238 
## 14.56057 13.23954 13.88193 14.37333 14.13316 13.58727 12.86815 13.34328 
##     1239     1240     1241     1242     1243     1244     1245     1246 
## 13.25502 13.89805 14.01693 13.55381 14.10387 13.26223 13.80779 14.18068 
##     1247     1248     1249     1250     1251     1252     1253     1254 
## 14.67825 13.52338 13.51582 14.84146 14.59352 14.43072 14.36787 13.53946 
##     1255     1256     1257     1258     1259     1260     1261     1262 
## 15.12424 13.68309 14.31620 14.14713 13.21310 13.85082 13.32837 14.88603 
##     1263     1264     1265     1266     1267     1268     1269     1270 
## 14.36706 14.59188 14.14807 13.90885 14.54005 14.00517 14.11888 13.54449 
##     1271     1272     1273     1274     1275     1276     1277     1278 
## 14.40042 15.14463 14.27625 13.27090 13.45817 13.73065 13.88529 14.37265 
##     1279     1280     1281     1282     1283     1284     1285     1286 
## 13.82227 13.37007 14.73173 13.35338 13.28520 13.54062 14.00198 13.27652 
##     1287     1288     1289     1290     1291     1292     1294     1295 
## 14.90714 13.32040 13.65205 14.84319 14.24139 14.28892 13.84663 13.90885 
##     1296     1297     1298     1299     1300     1301     1302     1303 
## 14.57373 14.92929 14.60676 14.19413 13.23138 14.54844 13.65953 13.86305 
##     1304     1305     1306     1307     1308     1309     1310     1311 
## 12.98283 14.21256 14.04167 14.02835 12.97213 14.33899 13.58279 13.93118 
##     1312     1313     1314     1315     1316     1317     1318     1319 
## 13.93951 13.26335 13.32710 14.12009 13.92384 14.49219 13.87405 13.36565 
##     1320     1321     1322     1324     1325     1326     1327     1328 
## 13.35381 13.45141 13.40684 14.13100 13.48722 13.36066 13.87321 14.86442 
##     1329     1330     1331     1332     1333     1334     1335     1336 
## 14.17786 14.80691 14.28251 14.99506 14.20947 13.88599 13.97541 13.80560 
##     1337     1338     1339     1340     1341     1342     1343     1344 
## 14.05206 14.18916 13.50557 13.63718 14.17446 14.56211 14.92465 13.67603 
##     1345     1346     1347     1348     1349     1350     1351     1352 
## 14.90823 14.07691 13.33968 14.11794 14.12062 14.48739 12.81226 13.85996 
##     1353     1354     1355     1356     1357     1358     1359     1360 
## 12.71222 14.04300 14.05206 13.33373 13.14992 14.27958 13.23948 14.24456 
##     1361     1362     1363     1364     1365     1366     1367     1368 
## 12.84783 15.13382 13.83222 14.60216 14.09420 13.35436 15.09481 13.61651 
##     1369     1370     1371     1372     1373     1374     1375     1376 
## 13.97061 14.11222 13.97023 13.58185 13.39244 13.37800 14.40562 14.64778 
##     1377     1378     1379     1380     1381     1382     1383     1384 
## 14.12430 13.30688 14.68994 13.62105 14.04566 14.45993 13.88417 13.48292 
##     1385     1386     1387     1388     1389     1390     1391     1392 
## 14.20323 13.28468 13.02425 14.25035 14.35625 13.72732 14.90795 12.94566 
##     1393     1394     1395     1396     1397     1398     1399     1400 
## 14.67260 13.27606 14.73715 14.17880 14.04326 13.83766 14.11350 13.70213 
##     1401     1402     1403     1404     1405     1406     1407     1408 
## 14.12009 14.16717 14.09474 13.33561 12.87959 13.55071 14.48320 12.57469 
##     1409     1410     1411     1412     1413     1414     1415     1416 
## 14.08122 13.91122 14.11047 13.71199 14.24499 14.92792 14.77989 13.27258 
##     1417     1418     1419     1420     1421     1422     1423     1424 
## 14.25278 14.33169 14.23865 13.42212 14.45462 13.50972 13.09053 13.41332 
##     1425     1426     1427     1428     1429     1430     1431     1432 
## 14.50537 14.01539 13.75009 13.38133 14.08376 14.30584 13.30502 14.21307 
##     1433     1434     1435     1436     1437     1438     1439     1440 
## 14.17746 14.31207 13.73567 14.92041 13.26691 13.76612 13.92399 13.39000 
##     1441     1442     1443     1444     1445     1446     1447     1448 
## 12.89521 13.48159 13.28659 14.21771 14.89424 13.34021 13.97929 13.25531 
##     1449     1450     1451     1452     1453     1454     1455     1456 
## 13.92585 14.08905 13.91739 13.80735 14.50120 13.44596 13.56390 13.07347 
##     1457     1458     1459     1460     1461     1462     1463     1464 
## 14.26680 13.49470 13.67565 13.40701 13.88278 13.30009 13.80297 14.37745 
##     1465     1466     1467     1468     1469     1470     1471     1472 
## 13.40536 13.26408 12.91468 13.10948 14.26880 12.81542 13.27617 14.24456 
##     1473     1474     1475     1476     1477     1478     1479     1480 
## 14.92511 13.75193 13.47057 13.32175 13.15518 14.10332 14.47832 13.10834 
##     1481     1482     1483     1484     1485     1487     1488     1489 
## 13.17784 13.22298 14.17165 14.52940 14.65927 14.29840 14.23918 14.35500 
##     1490     1491     1492     1493     1494     1495     1496     1497 
## 13.39212 14.35410 13.88446 13.69400 13.18988 13.67565 13.73226 14.55198 
##     1498     1499     1500     1501     1502     1503     1504     1505 
## 13.57792 13.40803 13.96574 13.85698 14.21862 13.95340 14.30535 13.96215 
##     1506     1507     1508     1509     1510     1511     1512     1513 
## 13.50332 13.48288 13.96648 14.62426 14.44860 13.75256 12.93383 12.86929 
##     1514     1515     1516     1517     1518     1519     1520     1521 
## 13.51045 14.41408 14.10390 13.85365 13.48727 14.09420 14.39694 14.11072 
##     1522     1523     1524     1525     1526     1527     1528     1529 
## 12.96857 12.91468 14.24516 14.68163 15.03549 13.70662 14.92593 12.76219 
##     1530     1531     1532     1533     1534     1535     1536     1537 
## 14.13350 13.34303 13.78799 13.68986 15.08196 12.76925 14.06738 13.09599 
##     1538     1539     1540     1541     1542     1543     1544     1545 
## 12.79838 14.47714 13.74995 13.51866 14.48879 14.32320 14.21320 13.79612 
##     1546     1547     1548     1549     1550     1551     1552     1553 
## 14.91211 14.51864 13.44945 13.51616 14.11971 12.98606 14.44097 13.47935 
##     1554     1555     1556     1557     1558     1559     1560     1561 
## 14.49494 14.89447 13.68691 14.33169 14.07607 13.19026 14.23694 14.17738 
##     1562     1563     1564     1565     1566     1567     1569     1570 
## 13.44583 13.77012 14.55451 14.48739 13.37227 13.19999 12.99463 13.33322 
##     1571     1572     1574     1575     1576     1577     1578     1579 
## 14.48739 14.21912 14.37538 14.29209 13.74466 12.91490 14.25865 13.73968 
##     1580     1581     1582     1583     1584     1585     1586     1587 
## 13.36882 13.88704 14.64478 13.93884 14.05734 14.03724 14.28582 13.96191 
##     1588     1589     1590     1591     1592     1593     1594     1595 
## 13.87963 13.37753 13.28536 13.59597 13.61799 13.33387 13.06707 13.75122 
##     1596     1597     1598     1599     1600     1601     1602     1603 
## 13.72044 13.01444 13.66242 14.34131 14.22830 13.81568 14.44124 13.93899 
##     1604     1605     1606     1607     1608     1609     1610     1611 
## 13.80240 13.99337 13.97337 13.43804 13.33373 13.14952 14.60803 13.28279 
##     1612     1613     1614     1615     1616     1617     1618     1619 
## 13.47973 13.77109 14.77289 14.22102 13.37569 13.44774 14.42034 12.85292 
##     1620     1621     1622     1623     1624     1625     1626     1627 
## 14.21746 13.63918 14.31388 13.65361 14.83785 13.36775 13.40249 13.28812 
##     1628     1629     1630     1631     1632     1633     1634     1635 
## 13.95598 13.55009 13.32606 13.57616 14.23857 13.13704 14.12116 13.04240 
##     1636     1637     1638     1639     1640     1641     1642     1643 
## 13.61475 12.95087 14.24861 14.03419 13.52937 13.39397 13.80484 14.28016 
##     1644     1645     1646     1647     1648     1649     1650     1651 
## 14.20392 13.65785 14.64576 13.61182 13.76032 13.00758 13.34373 13.69759 
##     1652     1653     1654     1655     1656     1657     1658     1659 
## 13.49913 12.91557 14.35500 13.00982 13.10461 14.45082 14.00291 14.84319 
##     1660     1661     1662     1663     1664     1665     1666     1667 
## 14.78892 13.26360 14.34517 13.16238 13.59845 13.34714 13.87343 12.77890 
##     1668     1669     1670     1671     1672     1673     1674     1675 
## 14.31249 13.91751 13.75082 12.96767 14.76983 13.81460 13.16750 14.92794 
##     1676     1677     1679     1680     1681     1682     1683     1684 
## 14.11350 13.19845 13.74930 13.88082 13.29112 14.01639 13.15035 14.60698 
##     1685     1686     1687     1688     1689     1690     1691     1692 
## 14.20738 13.25731 13.22806 13.44714 12.99224 13.43669 13.65879 13.51524 
##     1693     1694     1695     1696     1698     1699     1700     1701 
## 13.61949 12.92534 14.50355 14.24107 14.61900 14.01460 13.37310 14.09582 
##     1702     1703     1704     1705     1706     1707     1708     1709 
## 13.01538 14.34453 14.08252 13.33947 15.14463 12.65426 14.62088 13.21679 
##     1710     1711     1712     1713     1714     1715     1716     1717 
## 13.80238 13.53086 13.79303 14.60281 13.63259 12.81185 13.77299 12.95071 
##     1718     1719     1720     1721     1722     1723     1724     1725 
## 14.90322 13.16708 14.07906 14.19750 12.97114 14.12858 14.48739 13.39038 
##     1726     1727     1728     1729     1730     1731     1732     1733 
## 13.37092 14.93392 13.63427 14.40343 13.06901 13.92811 13.95279 14.55211 
##     1734     1735     1736     1737     1738     1739     1740     1741 
## 13.94511 14.21056 13.16187 12.98202 14.34433 12.73646 14.22438 14.13770 
##     1742     1743     1744     1745     1746     1747     1748     1749 
## 14.38210 13.30502 14.07645 14.10358 13.70269 13.05436 14.17991 13.13797 
##     1750     1751     1752     1753     1754     1755     1756     1757 
## 13.59323 13.80643 13.95404 14.21125 14.21857 14.60953 13.74543 13.23618 
##     1758     1759     1760     1761     1762     1763     1764     1765 
## 12.95242 14.44892 13.87233 13.95017 13.59323 14.05906 14.17065 13.41124 
##     1766     1767     1768     1769     1770     1771     1772     1773 
## 14.22438 14.45855 13.95497 14.33262 13.91728 14.91635 13.95071 13.84617 
##     1774     1775     1776     1777     1778     1779     1780     1781 
## 13.15909 14.19459 13.33989 13.61667 13.25261 13.96473 13.25799 14.16858 
##     1782     1783     1784     1785     1786     1788     1789     1790 
## 13.83599 13.25333 14.30271 14.04500 13.99856 13.92985 13.30980 14.55983 
##     1791     1792     1793     1794     1795     1796     1797     1798 
## 14.12163 14.18298 13.08582 13.93557 14.39418 13.10768 14.50563 13.70304 
##     1799     1800     1801     1802     1803     1804     1805     1806 
## 14.26235 13.71037 14.26124 13.95119 13.05100 12.99710 13.41382 13.51924 
##     1807     1808     1809     1810     1811     1812     1813     1814 
## 13.31836 14.21685 13.39919 14.24510 13.27477 14.18692 13.58021 13.81460 
##     1815     1816     1817     1818     1819     1820     1821     1822 
## 13.40326 13.85254 14.27604 13.16115 13.73825 13.51847 14.08703 14.07894 
##     1823     1824     1825     1826     1827     1828     1829     1830 
## 13.79385 13.62375 13.91504 14.32958 13.42573 13.28567 13.28048 14.80965 
##     1831     1832     1833     1834     1835     1836     1837     1838 
## 13.25869 14.75198 14.20026 14.16152 13.91059 14.44854 14.50412 13.99913 
##     1839     1840     1841     1842     1843     1844     1845     1846 
## 14.42887 13.37828 14.02625 13.79729 14.47638 14.29863 14.04126 13.82372 
##     1847     1848     1849     1850     1851     1852     1853     1854 
## 13.36573 14.05131 14.18023 13.92356 12.43228 13.14454 13.36700 13.26504 
##     1855     1856     1857     1858     1859     1860     1861     1862 
## 13.14705 14.30168 13.45282 14.19346 13.76780 14.90348 13.58704 13.82936 
##     1863     1864     1865     1866     1867     1868     1869     1870 
## 14.34516 13.45911 13.82960 14.48895 13.54657 13.30712 13.84762 13.59079 
##     1871     1872     1873     1874     1875     1876     1877     1878 
## 13.42232 14.08272 13.14778 13.16339 13.42655 12.80030 14.46592 14.69955 
##     1879     1880     1881     1882     1883     1884     1885     1886 
## 14.92929 14.30412 13.77367 13.59602 14.19960 13.16582 13.20975 14.06012 
##     1887     1888     1889     1890     1891     1892     1893     1894 
## 13.35610 13.66900 14.93344 13.57448 12.93406 14.28104 14.71593 13.44933 
##     1895     1896     1897     1898     1899     1900     1901     1902 
## 13.40464 13.35222 14.48817 14.94549 13.36480 13.49513 14.88531 13.34995 
##     1903     1904     1905     1906     1907     1908     1909     1910 
## 13.28060 14.60254 13.92668 13.78929 14.93732 13.39977 13.90643 14.11396 
##     1911     1912     1913     1914     1915     1916     1917     1918 
## 13.44216 13.55450 13.71025 14.37005 14.59409 14.81649 13.10973 13.90869 
##     1919     1920     1921     1922     1923     1924     1925     1926 
## 14.92386 14.04169 14.53656 13.87095 13.75981 14.16990 13.66136 13.11102 
##     1927     1928     1929     1930     1931     1932     1933     1934 
## 13.32579 13.95340 14.48844 13.02248 13.50470 13.46373 14.58741 13.96589 
##     1935     1936     1937     1938     1939     1940     1941     1942 
## 14.38107 14.46400 14.44010 13.42126 13.45846 13.68507 13.36714 13.51476 
##     1943     1944     1945     1946     1947     1948     1949     1950 
## 13.27331 14.88021 13.74033 14.11418 13.99502 13.44831 13.44908 13.37407 
##     1951     1952     1953     1954     1955     1956     1957     1958 
## 14.20966 14.32223 14.18166 14.91423 14.21425 13.23611 13.35141 13.42659 
##     1959     1960     1961     1962     1963     1964     1965     1966 
## 14.10118 13.19197 13.87363 14.61824 13.41526 15.16420 13.42957 14.45816 
##     1967     1968     1969     1970     1971     1972     1973     1974 
## 13.41866 13.67278 13.57418 14.48774 13.49906 13.84131 14.26276 13.08996 
##     1975     1976     1977     1978     1979     1980     1981     1982 
## 12.96599 13.07022 13.62467 12.93596 14.46514 13.97732 14.72799 13.41853 
##     1983     1984     1985     1986     1987     1988     1989     1990 
## 13.36742 13.72966 13.34858 13.40552 14.32123 14.55684 13.97841 14.62895 
##     1991     1992     1993     1994     1995     1996     1997     1998 
## 14.01367 14.06836 13.97727 13.70351 14.52311 13.32707 14.17748 13.44128 
##     1999     2000     2001     2002     2003     2004     2005     2006 
## 14.90083 14.29126 13.62481 14.25070 14.83857 14.17129 13.80240 14.29018 
##     2007     2008     2009     2010     2011     2012     2013     2014 
## 12.86165 13.30970 13.96441 14.05246 13.72025 13.89241 13.56116 13.23406 
##     2015     2016     2017     2018     2019     2020     2021     2022 
## 13.29642 13.78020 13.42744 14.31569 14.03863 14.03477 14.05714 13.38280 
##     2023     2024     2025     2026     2027     2029     2030     2031 
## 13.65417 13.83070 13.31207 13.52660 13.65849 14.11325 14.52635 13.82867 
##     2032     2033     2034     2035     2036     2037     2038     2039 
## 13.52940 13.75696 14.13293 13.49830 14.40855 12.75570 13.25338 14.25492 
##     2040     2041     2042     2043     2044     2045     2046     2047 
## 13.59182 13.26115 12.84747 13.24101 13.59139 14.23452 13.18742 13.73133 
##     2048     2049     2050     2051     2052     2053     2054     2055 
## 14.12038 14.24644 14.60365 13.27916 14.36207 14.05219 13.32748 14.54571 
##     2056     2057     2058     2059     2060     2061     2062     2063 
## 13.27127 14.18547 13.44751 14.94257 14.00977 13.34547 13.93055 13.80714 
##     2064     2065     2066     2067     2068     2069     2070     2071 
## 13.81341 13.37435 13.73145 14.89746 13.83985 14.24991 14.23292 14.25146 
##     2072     2073     2074     2075     2076     2077     2078     2079 
## 14.20689 14.17660 13.52663 14.54604 14.36494 13.73299 13.21040 13.63968 
##     2080     2081     2082     2083     2084     2085     2086     2087 
## 14.14231 13.34934 13.27321 14.11317 14.23022 14.29210 13.72065 14.96012 
##     2088     2089     2090     2091     2092     2093     2094     2095 
## 14.49461 13.96611 14.04550 14.52559 13.21679 13.53402 13.69905 14.35595 
##     2096     2097     2098     2099     2100     2101     2102     2103 
## 13.23784 13.78288 12.97948 14.33603 13.97464 14.34847 13.87474 12.78573 
##     2104     2105     2106     2107     2108     2109     2110     2111 
## 14.00129 13.35039 13.28179 13.31188 13.88633 14.74374 12.94521 15.16127 
##     2112     2113     2114     2115     2116     2117     2118     2119 
## 13.41810 13.54486 13.98669 13.95257 14.33604 14.92486 13.90247 14.30873 
##     2120     2121     2122     2123     2124     2125     2126     2127 
## 13.06250 13.30964 14.02471 14.34741 13.59390 13.01750 13.81493 13.72395 
##     2128     2129     2130     2131     2132     2133     2134     2135 
## 13.62803 13.41253 12.84755 13.59338 14.73208 14.96012 13.67278 13.63483 
##     2136     2137     2138     2139     2140     2141     2142     2143 
## 13.94212 13.62307 14.05401 14.14283 14.55604 14.66062 13.48395 14.31168 
##     2144     2145     2146     2147     2148     2149     2150     2151 
## 14.47423 13.50950 14.07964 14.07866 13.82327 14.26136 14.14339 14.13403 
##     2152     2153     2154     2155     2156     2157     2158     2159 
## 13.34417 13.79121 12.49337 13.16168 14.62298 13.74862 13.39182 14.23864 
##     2160     2161     2162     2163     2164     2165     2166     2167 
## 13.57322 14.68298 12.81816 12.96893 13.76591 13.69066 14.07067 13.35815 
##     2168     2169     2170     2171     2172     2173     2174     2175 
## 15.04767 14.56862 14.79670 13.56020 13.26115 13.75002 14.11341 13.22486 
##     2176     2177     2178     2179     2180     2181     2182     2183 
## 13.94394 13.44471 14.31296 14.40571 14.88828 14.72611 13.41586 13.28324 
##     2184     2185     2186     2187     2188     2189     2190     2191 
## 13.97243 12.97818 13.34341 14.26224 13.48609 13.48835 14.32716 13.60008 
##     2192     2193     2194     2195     2196     2197     2198     2199 
## 13.43340 13.45383 13.38585 14.14283 14.00227 13.88389 14.63750 13.32554 
##     2200     2201     2202     2203     2204     2205     2206     2207 
## 14.49765 14.15310 14.25612 12.83728 13.82650 14.86001 13.42940 13.76973 
##     2208     2209     2210     2211     2212     2213     2214     2215 
## 14.27125 13.71392 12.77969 13.85958 14.33862 13.12285 15.02751 12.47913 
##     2216     2217     2218     2219     2220     2221     2222     2223 
## 14.29387 13.82561 14.38973 13.89415 14.93973 13.73218 14.41966 14.22354 
##     2224     2225     2226     2227     2229     2230     2231     2232 
## 13.65484 14.90650 14.20514 13.28760 13.64987 13.81822 13.40746 13.92040 
##     2233     2234     2235     2236     2237     2238     2239     2240 
## 13.29481 14.19346 14.27003 13.26364 13.73717 14.51638 14.20053 14.41385 
##     2241     2242     2243     2244     2245     2246     2247     2248 
## 13.59185 14.23864 14.83313 14.90083 13.93615 14.60832 13.01448 13.61942 
##     2249     2250     2251     2252     2253     2254     2255     2256 
## 13.69020 13.33730 13.29855 13.62252 13.44228 15.09297 14.60289 13.92809 
##     2257     2258     2259     2260     2261     2262     2263     2264 
## 13.78599 14.64373 14.90824 14.56173 13.62510 14.18013 14.12446 13.68100 
##     2265     2266     2267     2268     2269     2270     2271     2272 
## 13.83725 14.27307 13.77889 13.97461 14.38714 14.09603 12.90772 14.07840 
##     2273     2274     2275     2276     2277     2278     2279     2280 
## 13.32493 14.01046 13.00360 14.54971 14.11992 13.82501 14.11598 14.96012 
##     2281     2282     2283     2284     2285     2286     2287     2288 
## 13.93899 13.76340 12.84393 12.87765 13.96252 14.33894 14.50545 14.61590 
##     2289     2290     2291     2292     2293     2294     2295     2296 
## 13.28546 14.11633 14.18212 14.94595 13.28331 14.05401 13.58817 13.70906 
##     2297     2298     2299     2300     2301     2302     2303     2304 
## 13.41169 14.89744 14.23818 13.94162 14.00829 14.57165 14.33660 13.03265 
##     2305     2306     2307     2308     2309     2310     2311     2312 
## 13.98862 13.62510 13.72138 13.37951 13.77031 14.12832 13.29833 14.44532 
##     2313     2314     2315     2316     2318     2319     2320     2321 
## 13.72995 14.11815 13.82049 13.95042 14.37792 14.83313 13.80915 13.97316 
##     2322     2323     2324     2325     2326     2327     2328     2329 
## 13.85698 13.36172 13.98391 13.36501 14.34951 12.98085 13.73886 12.97553 
##     2330     2331     2332     2333     2334     2335     2336     2337 
## 13.40820 13.46520 13.27558 13.16290 14.58779 14.44204 14.32990 13.87685 
##     2338     2339     2340     2341     2342     2343     2344     2345 
## 13.77945 14.60628 14.17086 14.99615 14.08398 14.23864 14.26677 13.61429 
##     2346     2347     2348     2349     2350     2351     2352     2353 
## 13.22421 14.36446 13.70525 14.34995 13.21145 13.46542 13.41427 13.28676 
##     2354     2355     2356     2357     2358     2359     2360     2361 
## 13.49424 14.53815 14.31396 13.29491 14.93097 14.49867 13.48444 14.20859 
##     2362     2363     2364     2365     2366     2367     2368     2369 
## 14.07684 14.43355 12.83589 14.13164 14.03331 14.25299 14.18476 14.06153 
##     2370     2371     2372     2373     2374     2375     2377     2378 
## 14.72476 13.62192 13.24406 13.57007 13.72065 13.40101 14.79305 13.43820 
##     2379     2380     2381     2382     2383     2384     2385     2386 
## 13.37592 14.82776 14.64859 14.28255 15.09512 14.54497 13.83832 14.14321 
##     2387     2388     2389     2390     2391     2392     2393     2394 
## 12.99447 13.27219 13.60890 14.29683 13.29224 15.05462 14.24966 13.77635 
##     2395     2396     2397     2398     2399     2400     2401     2402 
## 13.36307 13.79778 14.50008 14.39311 14.12038 13.49565 13.39461 14.27336 
##     2403     2404     2405     2406     2407     2408     2409     2410 
## 14.93392 13.26501 12.97109 13.20856 14.88552 13.49830 13.08047 13.42485 
##     2411     2412     2413     2414     2415     2416     2417     2418 
## 13.88830 14.10046 13.70228 13.74046 13.07514 12.91238 13.00781 13.39870 
##     2419     2420     2421     2422     2423     2424     2425     2426 
## 13.68805 13.64961 12.98046 14.24390 12.98510 14.18115 13.26186 14.91767 
##     2427     2428     2429     2430     2431     2432     2433     2434 
## 14.35395 13.97032 14.27505 14.19579 13.34564 13.53668 13.45917 12.97144 
##     2435     2436     2437     2438     2439     2440     2441     2442 
## 12.94927 13.31322 14.25854 13.04777 13.98854 14.93520 13.60716 14.58832 
##     2443     2444     2445     2446     2447     2448     2449     2450 
## 13.98061 13.62627 14.31514 14.51235 13.38330 14.83367 14.46556 13.26963 
##     2451     2452     2453     2454     2455     2456     2457     2458 
## 14.76762 13.25997 15.01311 13.06430 13.49749 13.24819 13.13034 13.28890 
##     2459     2460     2461     2462     2463     2464     2465     2466 
## 12.88060 13.99578 13.46845 14.21010 12.97535 13.09294 14.71131 14.02471 
##     2467     2468     2469     2470     2471     2472     2473     2474 
## 14.25597 14.27488 13.61639 13.94913 13.76359 13.38549 13.23437 13.55384 
##     2475     2476     2477     2478     2479     2480     2481     2482 
## 13.09998 13.01894 14.31772 13.42833 13.77888 13.27272 13.45164 13.03601 
##     2483     2484     2485     2486     2487     2488     2489     2490 
## 13.92219 12.82259 14.11599 14.83158 13.07934 13.41264 13.78829 14.19789 
##     2491     2492     2493     2494     2495     2496     2497     2498 
## 13.20509 13.18586 14.11618 13.24982 14.41844 14.12137 14.10700 14.23792 
##     2499     2500     2501     2502     2503     2504     2505     2506 
## 14.17508 13.45529 14.62093 12.89326 14.10076 13.29659 13.29056 14.26163 
##     2507     2508     2509     2510     2511     2512     2513     2514 
## 13.96738 14.38281 14.13979 12.87614 13.06487 13.73105 14.17781 13.78843 
##     2515     2516     2517     2518     2519     2520     2521     2522 
## 13.83742 13.38891 13.30213 14.46595 14.28867 14.85983 13.33091 14.89530 
##     2523     2524     2525     2526     2527     2528     2529     2530 
## 14.83099 14.01433 13.83510 13.72448 13.96436 13.68665 14.01829 13.17421 
##     2531     2532     2533     2534     2535     2536     2537     2538 
## 13.93740 14.16408 13.84944 13.36168 13.54742 14.51575 13.49633 13.96540 
##     2539     2540     2541     2542     2543     2544     2545     2546 
## 13.33281 13.94775 13.94394 14.45482 13.93119 13.46643 14.14211 14.39074 
##     2547     2548     2549     2550     2551     2552     2553     2554 
## 13.25099 13.57573 14.11314 13.63994 14.31038 14.12926 13.81180 13.62784 
##     2555     2556     2557     2558     2559     2560     2561     2562 
## 13.39590 13.80323 12.99772 14.21968 13.37581 13.60556 14.22186 14.10250 
##     2563     2564     2565     2566     2567     2568     2569     2570 
## 13.56571 14.10021 13.60701 13.81332 14.99458 14.40163 13.89241 13.03275 
##     2571     2572     2573     2574     2575     2576     2577     2578 
## 13.78843 14.93917 13.36501 14.00348 12.96006 13.79596 14.45737 14.14415 
##     2579     2580     2581     2582     2583     2584     2585     2586 
## 13.65983 14.07536 13.89356 13.71262 13.30170 13.67712 14.29888 14.16967 
##     2587     2588     2589     2590     2591     2592     2593     2594 
## 12.85353 13.82561 13.79678 13.34469 14.06709 14.26064 14.13236 13.15184 
##     2595     2596     2597     2598     2599     2600     2601     2602 
## 12.77437 14.55430 14.06940 13.35746 13.97065 14.11191 13.39738 13.41294 
##     2603     2604     2605     2606     2607     2608     2609     2610 
## 14.50324 14.76299 13.96565 14.54670 13.72878 13.38250 13.48384 14.64900 
##     2611     2612     2613     2614     2615     2616     2617     2618 
## 14.39378 14.69774 13.62467 13.80767 13.06137 15.03794 13.16543 14.32716 
##     2619     2620     2621     2622     2623     2624     2625     2626 
## 14.96662 14.96213 13.45446 14.45198 13.87374 14.35486 13.51039 13.87312 
##     2627     2628     2629     2630     2631     2632     2633     2634 
## 14.94756 13.23800 13.64829 14.12013 13.87657 14.24155 13.67243 13.13250 
##     2635     2636     2637     2638     2639     2640     2641     2642 
## 14.18797 14.18722 13.99502 14.13110 13.83271 13.60430 13.94955 14.53690 
##     2643     2644     2645     2646     2647     2648     2649     2650 
## 13.63173 13.38656 13.73234 13.90375 14.05493 13.00243 13.70351 13.37407 
##     2651     2652     2653     2654     2655     2656     2657     2658 
## 12.55935 14.40408 13.83393 14.57218 13.45316 14.18418 12.97347 13.37665 
##     2659     2660     2661     2662     2663     2664     2665     2666 
## 13.89003 13.90733 13.01789 14.32882 13.69941 14.09603 13.40274 13.46494 
##     2667     2668     2669     2670     2671     2672     2673     2674 
## 14.61543 13.31308 14.24178 13.10784 13.72824 13.50771 13.80714 14.21654 
##     2675     2676     2677     2678     2679     2680     2681     2682 
## 14.72188 13.72138 13.25380 13.47781 13.54129 13.89428 13.55384 14.17564 
##     2683     2684     2685     2686     2687     2688     2689     2690 
## 14.75219 13.83905 13.80255 12.83398 14.62883 13.45112 13.47680 14.07849 
##     2691     2692     2693     2694     2695     2696     2697     2698 
## 13.16762 14.48595 14.05401 13.37592 12.89869 14.92192 14.33513 14.82286 
##     2699     2700     2701     2702     2703     2704     2705     2706 
## 13.29378 14.03079 13.89497 13.31471 14.56798 14.19196 14.66423 13.88563 
##     2707     2708     2709     2710     2711     2712     2713     2714 
## 12.53389 13.79641 13.65892 12.91237 13.62900 14.96701 13.53736 13.91366 
##     2715     2716     2717     2718     2719     2720     2721     2722 
## 14.36397 13.59134 14.40814 13.70582 14.38230 13.98415 13.12798 13.35237 
##     2723     2724     2725     2726     2727     2728     2729     2730 
## 13.96582 13.70561 14.18289 14.83367 13.48606 14.23803 13.96656 14.19475 
##     2732     2733     2734     2735     2736     2737     2738     2739 
## 13.17631 13.81411 14.77267 14.30873 13.86695 13.54300 13.98046 13.61336 
##     2740     2741     2742     2743     2744     2745     2746     2747 
## 13.58151 14.13244 13.71255 14.72611 14.11259 13.58244 13.71847 13.69588 
##     2748     2749     2750     2751     2752     2753     2754     2755 
## 13.48506 14.24943 13.36536 13.14699 13.57205 13.80830 13.16283 14.54523 
##     2756     2757     2758     2759     2760     2761     2762     2763 
## 14.64956 13.52261 13.39127 13.60625 13.39607 13.25380 13.92550 14.33067 
##     2764     2765     2766     2767     2768     2769     2770     2771 
## 14.05550 14.48673 14.67263 13.73719 13.56560 14.54865 14.48129 13.67993 
##     2772     2773     2774     2775     2776     2777     2778     2779 
## 13.26317 14.47669 14.33132 13.91835 14.27859 12.93925 14.44031 14.24967 
##     2780     2781     2782     2783     2784     2785     2786     2787 
## 14.47271 13.59344 12.86319 14.15591 13.84081 13.75549 13.29367 14.57297 
##     2788     2789     2790     2791     2792     2793     2794     2795 
## 13.91835 13.82600 13.79245 14.43781 13.84198 14.28637 14.61145 13.95968 
##     2796     2797     2798     2799     2800     2801     2802     2803 
## 14.06333 13.52779 12.99794 13.18829 13.85748 14.42927 13.60479 14.30102 
##     2804     2805     2806     2807     2808     2809     2810     2811 
## 13.60444 13.63403 13.06315 13.65439 13.53156 14.16718 12.55773 14.97248 
##     2812     2813     2814     2815     2816     2817     2818     2819 
## 13.23195 14.09791 13.95879 14.13870 13.70093 14.26805 13.82755 14.58283 
##     2820     2821     2822     2823     2824     2825     2826     2827 
## 13.78313 13.28850 13.54503 12.88844 14.22975 14.06326 13.11303 13.64621 
##     2829     2830     2831     2832     2833     2834     2835     2836 
## 14.13010 13.13889 13.83470 13.90534 13.79275 13.86280 13.27133 14.38850 
##     2837     2838     2839     2840     2841     2842     2843     2844 
## 14.66601 13.86755 13.69807 14.18678 13.40006 13.49812 13.38575 13.52853 
##     2845     2846     2847     2848     2849     2850     2851     2852 
## 14.08588 14.08854 13.75325 14.54551 13.36917 14.64930 13.83258 14.20914 
##     2853     2854     2855     2856     2857     2858     2859     2860 
## 14.74363 14.48770 13.69478 13.77163 13.21855 13.60205 13.97798 13.76187 
##     2861     2862     2863     2864     2865     2866     2867     2868 
## 14.70593 14.15554 14.38741 14.87091 13.89098 13.38265 13.81309 13.99113 
##     2869     2870     2871     2873     2874     2875     2876     2877 
## 15.25787 13.70537 13.84600 13.95514 14.52625 13.55743 14.00021 13.26205 
##     2878     2879     2880     2881     2882     2883     2884     2885 
## 14.07569 14.76326 14.00356 14.01625 13.25569 13.68277 12.58628 14.53203 
##     2886     2887     2888     2889     2890     2891     2892     2893 
## 13.39647 14.06670 14.30909 14.04722 13.82029 13.95681 13.30150 14.22050 
##     2894     2895     2896     2897     2898     2899     2900     2901 
## 13.50740 14.12107 13.84979 14.59064 14.38790 14.23958 12.97051 13.62246 
##     2902     2903     2904     2905     2906     2907     2908     2909 
## 14.16297 14.55103 13.93944 14.02772 14.16366 13.64217 14.00572 13.83453 
##     2910     2911     2912     2913     2914     2915     2916     2917 
## 14.24458 14.69342 13.16577 13.90183 13.98017 13.25919 13.47367 13.36367 
##     2918     2919     2920     2921     2922     2923     2924     2925 
## 13.37988 13.74423 13.87309 14.24447 13.94240 14.10838 13.45020 13.52324 
##     2926     2927     2928     2929     2930     2931     2932     2933 
## 14.07878 13.51216 14.16404 13.97158 13.35274 13.13958 14.12405 14.43339 
##     2934     2935     2936     2937     2938     2939     2940     2941 
## 14.41467 14.64815 14.27471 14.08950 13.57799 14.41755 14.33707 14.64951 
##     2942     2943     2944     2945     2946     2947     2948     2949 
## 14.29856 13.93808 14.22346 13.41726 13.45597 13.31288 13.24949 13.36466 
##     2950     2951     2952     2953     2954     2955     2956     2957 
## 13.43288 14.02582 13.65409 13.52853 13.21787 12.86299 13.48744 13.39431 
##     2958     2959     2960     2961     2962     2963     2964     2965 
## 13.13807 14.98656 14.04645 13.72920 13.98739 15.05238 13.98052 13.38574 
##     2966     2967     2968     2969     2970     2971     2973     2974 
## 13.12676 13.20956 13.22965 14.26613 14.21537 13.09655 14.64441 12.92817 
##     2975     2976     2977     2978     2979     2980     2981     2982 
## 14.19249 13.46735 14.87091 14.21776 14.05801 13.15844 13.33529 14.91811 
##     2983     2984     2985     2986     2987     2988     2989     2990 
## 13.65697 13.83296 14.94792 14.58506 13.12676 14.96930 14.86011 13.74361 
##     2991     2992     2993     2994     2995     2996     2997     2998 
## 13.53147 13.44505 13.23919 14.04486 14.01240 13.33468 13.54503 14.38721 
##     2999     3000     3001     3002     3003     3004     3005     3006 
## 13.52088 14.54197 14.16660 14.05505 14.14970 14.24921 15.01446 15.01921 
##     3007     3008     3009     3010     3011     3012     3013     3014 
## 15.17026 13.69391 13.40165 13.36055 14.28604 14.20620 14.58865 14.31423 
##     3015     3016     3017     3018     3019     3020     3021     3022 
## 13.57711 14.58688 14.16003 14.64892 14.47736 14.47932 15.05041 14.29101 
##     3023     3024     3025     3026     3027     3028     3029     3030 
## 14.22248 12.52233 14.59150 13.03799 14.19249 14.16350 14.19071 14.03300 
##     3031     3032     3033     3034     3035     3036     3037     3038 
## 13.85471 14.26524 14.34182 14.66332 14.53985 14.05179 13.08359 13.40217 
##     3039     3040     3041     3042     3043     3044     3045     3046 
## 14.58152 13.20853 12.98245 14.20052 14.52702 13.21037 14.60291 14.03606 
##     3047     3048     3049     3050     3051     3052     3053     3054 
## 14.53047 13.42274 14.35548 13.52094 14.53507 13.71461 13.46957 14.15008 
##     3055     3056     3057     3058     3059     3060     3061     3062 
## 13.31044 13.96969 14.23353 13.11973 13.55518 13.14634 14.67139 12.82497 
##     3063     3064     3065     3066     3067     3068     3069     3070 
## 13.33087 14.21104 14.26950 13.40454 13.02363 14.59514 14.97575 14.30909 
##     3071     3072     3073     3074     3075     3076     3077     3078 
## 12.87954 14.00712 14.15598 13.36389 14.21616 14.15732 13.45597 14.22568 
##     3079     3080     3081     3082     3083     3084     3085     3086 
## 13.75077 13.38262 13.08265 13.36848 13.45639 14.39317 13.27644 13.74876 
##     3087     3088     3089     3090     3091     3092     3093     3094 
## 13.64200 13.78883 13.39752 12.97491 13.20478 13.35594 13.18227 13.86704 
##     3095     3096     3097     3098     3099     3100     3101     3102 
## 14.03153 13.18989 13.67457 13.31577 13.83900 13.16857 13.12857 13.13484 
##     3103     3104     3105     3106     3107     3108     3109     3110 
## 14.14748 13.99571 13.32657 13.19494 13.66129 14.66506 14.65717 14.14252 
##     3111     3112     3113     3114     3115     3116     3117     3118 
## 13.22718 13.93341 13.20425 14.08901 13.45186 13.59769 13.87380 14.23748 
##     3119     3120     3121     3122     3123     3124     3125     3126 
## 14.92930 14.42868 14.16082 13.71693 13.37522 14.21353 13.36218 14.33212 
##     3127     3128     3129     3130     3132     3133     3134     3135 
## 14.39320 13.16214 13.57974 13.69907 13.92544 14.00065 13.88798 13.30459 
##     3136     3137     3138     3139     3140     3141     3142     3143 
## 15.07098 14.76767 14.78887 13.32145 13.38960 14.57668 13.15285 13.72307 
##     3144     3145     3146     3147     3148     3149     3150     3151 
## 13.98034 14.20033 14.31360 14.43888 13.30150 12.99460 14.51771 14.55871 
##     3152     3153     3154     3155     3156     3157     3158     3159 
## 13.60013 13.85400 12.96821 14.14541 13.60059 12.59021 13.85467 13.82401 
##     3160     3161     3162     3163     3164     3165     3166     3167 
## 13.32837 13.20243 13.23480 13.71089 13.76743 14.29213 14.15598 13.35774 
##     3168     3169     3170     3171     3172     3173     3174     3175 
## 15.12699 13.52565 14.05793 14.84839 13.97425 13.07686 12.67177 14.17642 
##     3176     3177     3178     3179     3180     3181     3182     3184 
## 14.39441 13.99582 14.14497 13.76159 14.96157 14.97237 14.12405 13.55162 
##     3185     3186     3187     3188     3189     3190     3191     3192 
## 13.38706 14.37928 14.15225 13.60486 14.18232 13.47899 12.88900 14.97586 
##     3193     3194     3195     3196     3197     3198     3199     3200 
## 13.38640 13.25807 13.32795 14.54762 14.66128 13.31627 14.19577 14.60499 
##     3201     3202     3203     3204     3205     3206     3207     3208 
## 13.80431 12.98546 12.95255 13.75151 14.27654 14.08788 13.60435 14.59790 
##     3209     3210     3211     3212     3213     3214     3215     3216 
## 13.03124 14.41014 14.34416 13.46313 14.00797 14.34086 14.07095 13.46759 
##     3217     3218     3219     3220     3221     3222     3223     3224 
## 13.97158 12.99460 14.83335 14.54642 13.84856 13.38466 13.99567 13.92470 
##     3225     3226     3227     3228     3229     3230     3231     3232 
## 14.24963 14.38237 14.08324 12.98942 13.01690 14.52531 13.25687 14.00497 
##     3233     3234     3235     3236     3237     3238     3239     3240 
## 14.27318 13.81966 13.18021 13.73851 14.31230 13.83830 13.10235 13.63652 
##     3241     3242     3243     3244     3245     3246     3247     3248 
## 14.18226 13.32922 13.57817 14.14943 13.76522 14.42927 13.91463 14.69304 
##     3249     3250     3251     3252     3253     3254     3255     3256 
## 14.86877 13.99567 13.83438 14.97575 13.27661 14.14533 14.54651 14.36487 
##     3257     3258     3259     3260     3261     3262     3263     3264 
## 14.28586 14.19845 13.63471 13.29069 13.57991 12.87298 14.18431 12.86513 
##     3265     3266     3267     3268     3269     3270     3271     3272 
## 13.66895 13.80468 14.27847 14.66013 14.85797 13.31540 13.35293 14.26751 
##     3273     3274     3275     3276     3277     3278     3279     3280 
## 14.59306 13.57453 13.79567 14.42672 15.18594 12.75000 14.07451 12.96082 
##     3281     3282     3283     3284     3285     3286     3287     3288 
## 14.00663 12.96756 14.95199 13.49209 14.41177 14.45100 13.30656 14.33607 
##     3289     3290     3291     3292     3293     3294     3295     3296 
## 12.87811 13.48495 13.40756 14.48984 13.79050 13.79987 13.63617 14.25274 
##     3297     3298     3299     3300     3301     3303     3304     3305 
## 14.18413 13.02890 13.56374 13.94392 13.48744 13.96056 14.27792 13.82822 
##     3306     3307     3308     3309     3310     3311     3312     3313 
## 13.09281 13.27509 13.75419 14.23654 13.59769 13.26270 12.92915 12.92915 
##     3314     3315     3316     3317     3318     3319     3320     3321 
## 12.85481 13.38362 14.42740 13.86629 14.15523 15.05368 13.15244 13.79970 
##     3322     3323     3324     3325     3326     3327     3328     3329 
## 13.14718 14.95112 14.74322 13.00488 13.81674 13.84981 14.59257 13.09648 
##     3330     3331     3332     3333     3334     3335     3336     3337 
## 14.44097 14.97248 14.23124 13.65045 14.65895 13.41343 14.53822 13.89268 
##     3338     3339     3340     3341     3342     3343     3344     3345 
## 13.46079 13.10960 13.72204 14.27654 14.85957 13.41374 14.12695 12.81513 
##     3346     3347     3348     3349     3350     3351     3352     3353 
## 13.25894 14.49604 13.86930 14.56827 14.18058 14.12072 14.90666 14.33517 
##     3354     3355     3356     3357     3358     3359     3360     3361 
## 12.96260 14.50822 13.88795 13.84162 13.86563 15.06018 14.68046 14.26805 
##     3362     3363     3364     3365     3366     3367     3368     3369 
## 13.17448 14.54264 13.43221 13.81674 13.85307 14.33075 14.22276 13.25618 
##     3370     3371     3372     3373     3374     3375     3376     3377 
## 13.64307 13.53596 13.51176 14.62067 14.67324 14.09244 13.54705 14.24617 
##     3378     3379     3381     3382     3383     3384     3385     3386 
## 13.71816 13.32562 14.48602 14.96293 14.60291 14.47736 13.68206 14.41972 
##     3387     3388     3389     3390     3391     3392     3393     3394 
## 14.31561 14.00957 14.45999 13.52747 14.01146 14.39396 13.83843 14.71939 
##     3395     3396     3397     3398     3399     3400     3401     3402 
## 14.08788 14.49604 14.70293 14.27629 13.33138 14.47079 13.42627 13.88638 
##     3403     3404     3405     3406     3407     3408     3409     3410 
## 13.39852 14.00648 14.15917 13.28924 14.24311 14.06178 13.08078 13.36963 
##     3411     3412     3413     3414     3415     3416     3417     3418 
## 13.53563 12.99639 13.82537 14.40015 14.04693 12.87429 13.82555 13.21600 
##     3419     3420     3421     3422     3423     3424     3425     3426 
## 13.66099 13.97916 14.64989 13.75419 14.25787 13.56071 14.21861 14.35819 
##     3427     3428     3429     3430     3431     3432     3433     3434 
## 14.64130 14.35584 13.17111 13.44003 14.68584 13.42007 14.27409 13.54083 
##     3435     3436     3437     3438     3439     3440     3441     3442 
## 13.65232 13.74984 14.43651 13.92817 14.04779 14.04712 14.52822 13.36914 
##     3443     3444     3445     3446     3447     3448     3449     3450 
## 13.80003 14.95682 14.96626 13.61102 13.55182 15.24706 13.96969 13.85445 
##     3451     3452     3453     3454     3455     3456     3457     3458 
## 13.94949 14.08614 13.71303 13.58549 13.02491 14.16492 14.62767 13.36393 
##     3459     3460     3461     3462     3463     3464     3465     3466 
## 14.02881 13.91631 13.46008 13.15070 13.33769 13.17521 14.14324 14.97583 
##     3467     3468     3469     3470     3471     3472     3473     3474 
## 13.91750 14.10691 14.22975 13.29700 14.17574 13.01087 13.78958 14.22188 
##     3475     3476     3477     3478     3479     3480     3481     3482 
## 13.80160 13.68206 13.96656 14.28816 13.85120 14.43215 13.80537 13.91806 
##     3483     3484     3485     3486     3487     3488     3489     3490 
## 12.88825 14.77523 14.25917 13.19932 13.27341 13.35673 14.27732 13.83059 
##     3491     3492     3493     3494     3495     3496     3497     3498 
## 14.39010 13.53791 13.43526 14.54316 13.88167 14.33335 14.34224 14.14893 
##     3499     3500     3501     3502     3503     3504     3505     3506 
## 13.47026 14.87721 13.70653 13.48039 14.29740 13.37067 14.20768 12.86102 
##     3507     3508     3509     3510     3511     3512     3513     3514 
## 15.12699 13.72204 13.11373 13.85093 13.75304 14.33517 14.48385 14.28327 
##     3515     3516     3517     3518     3519     3520     3521     3522 
## 14.55375 13.05490 13.33196 15.03144 13.58478 13.93316 15.18043 13.37040 
##     3523     3524     3525     3526     3527     3528     3529     3530 
## 13.57004 13.92752 13.99819 13.99567 14.08941 13.48877 13.54992 13.88915 
##     3531     3532     3533     3534     3535     3536     3537     3538 
## 14.08934 13.32782 14.35584 14.96490 13.56579 13.59870 14.05832 13.71613 
##     3539     3540     3541     3542     3543     3544     3545     3546 
## 13.22286 13.52797 14.78831 14.19751 13.66176 14.46848 14.85797 13.55394 
##     3547     3548     3549     3550     3551     3552     3553     3554 
## 13.42484 14.82006 14.20088 13.98671 13.37164 13.25190 14.23811 15.10086 
##     3555     3556     3557     3558     3559     3560     3561     3562 
## 14.42616 13.45543 13.41543 14.01652 13.42432 13.92583 14.65140 13.73428 
##     3563     3564     3565     3566     3567     3568     3569     3570 
## 13.32292 13.30713 13.93814 13.55019 14.29509 13.54365 14.42726 15.01549 
##     3571     3572     3573     3574     3575     3576     3577     3578 
## 14.37505 14.65478 13.94332 14.90424 13.55602 13.59748 13.31057 13.89451 
##     3579     3580     3581     3582     3583     3584     3585     3586 
## 13.89883 13.92370 14.30172 14.23320 14.69508 14.65631 14.44400 13.67960 
##     3587     3588     3589     3590     3591     3592     3593     3594 
## 13.50690 14.07879 13.98812 13.69490 13.07746 13.69835 13.25883 14.94421 
##     3595     3596     3597     3598     3599     3600     3601     3602 
## 14.04098 12.97691 14.17334 14.24361 12.64544 14.53471 13.75026 13.41091 
##     3603     3604     3605     3606     3607     3608     3609     3610 
## 13.52520 14.01038 14.31306 14.14118 14.12120 14.37137 13.03682 13.01581 
##     3611     3612     3613     3614     3615     3616     3617     3618 
## 13.52132 13.01972 14.77197 13.61432 14.22341 13.19100 13.46822 14.00385 
##     3619     3620     3621     3622     3623     3624     3625     3626 
## 13.33254 14.44564 15.08736 13.04242 13.73031 13.65433 14.87091 13.66093 
##     3627     3628     3629     3630     3631     3632     3633     3634 
## 13.43733 13.15791 13.44203 14.55382 14.53495 14.72158 14.49222 13.67387 
##     3635     3636     3637     3638     3639     3640     3641     3642 
## 14.75409 13.26736 13.51306 14.65433 14.40780 15.13319 13.57493 13.05901 
##     3643     3644     3645     3646     3647     3648     3649     3650 
## 13.20557 13.76817 14.26495 13.82963 13.52991 13.49991 13.55123 13.38440 
##     3651     3652     3653     3654     3655     3656     3657     3658 
## 13.52938 14.28520 13.13994 13.76882 14.53368 14.46999 14.89397 14.12579 
##     3659     3660     3661     3662     3663     3664     3665     3666 
## 14.01931 14.87492 13.09068 14.25949 12.63244 12.77266 14.20670 12.84964 
##     3667     3668     3669     3670     3671     3672     3673     3674 
## 14.02874 13.18060 13.30992 13.78876 13.91083 14.65622 14.56951 13.55642 
##     3675     3676     3677     3678     3679     3680     3681     3682 
## 14.02372 15.02244 14.76252 13.69790 12.87788 13.82851 14.86065 13.37205 
##     3683     3684     3685     3686     3687     3688     3689     3690 
## 14.15153 14.24841 14.17974 13.32348 14.07147 13.77193 13.24760 13.86494 
##     3691     3692     3693     3694     3695     3696     3697     3698 
## 14.24754 14.58801 13.41055 12.92419 14.35588 14.42282 13.40082 13.24737 
##     3699     3700     3701     3702     3703     3704     3705     3706 
## 13.74310 13.70143 13.12491 13.47327 13.54404 14.27041 13.82459 14.45040 
##     3707     3708     3709     3710     3711     3712     3713     3714 
## 14.48862 13.24353 14.77197 14.25441 13.85079 14.34711 14.13486 14.23338 
##     3715     3716     3717     3718     3719     3720     3721     3722 
## 13.86006 13.74828 13.64806 13.28846 14.27695 13.36722 13.50634 13.79897 
##     3723     3724     3725     3726     3727     3728     3729     3730 
## 12.89955 13.93041 13.42705 14.14424 13.64510 14.00160 13.21584 14.13399 
##     3731     3732     3733     3734     3735     3736     3737     3738 
## 14.29465 14.63753 14.30567 13.46022 13.54624 14.07451 13.93953 15.02042 
##     3739     3740     3741     3742     3743     3744     3745     3746 
## 12.83509 13.66691 13.13373 13.58627 14.50042 14.28407 12.76691 14.51542 
##     3747     3748     3749     3750     3751     3752     3753     3754 
## 13.51516 14.13098 13.17664 13.80552 14.72733 13.73636 13.64300 14.22599 
##     3755     3756     3757     3758     3759     3760     3761     3762 
## 13.73686 13.28978 14.25363 13.34787 14.21625 13.04215 13.50803 13.33586 
##     3763     3764     3765     3766     3767     3768     3769     3770 
## 14.10109 14.13680 13.34827 14.01652 13.36814 14.15339 13.17962 13.76873 
##     3771     3772     3773     3774     3775     3776     3777     3778 
## 13.19941 14.11363 14.34845 13.41779 14.03805 13.80295 13.53902 12.61536 
##     3779     3780     3781     3782     3783     3784     3785     3786 
## 13.99781 13.72508 13.96226 13.37977 14.62688 13.97123 14.29111 14.34093 
##     3787     3788     3789     3790     3791     3792     3793     3794 
## 12.78776 13.99549 14.06105 13.06969 14.72862 13.50540 13.85913 13.84721 
##     3795     3796     3797     3798     3799     3800     3801     3802 
## 14.34093 14.96376 13.94624 14.24868 13.12477 14.85756 14.15768 13.49391 
##     3803     3804     3805     3806     3807     3808     3809     3810 
## 14.28895 13.99291 12.56704 14.65290 13.49667 13.90700 13.27047 13.38746 
##     3811     3812     3813     3814     3815     3816     3817     3818 
## 13.77221 14.98248 14.49144 14.14073 13.78265 14.18360 14.58489 13.17652 
##     3819     3820     3821     3822     3823     3824     3825     3826 
## 13.20891 14.24542 13.76217 14.17043 13.59852 14.00881 12.86610 13.20454 
##     3827     3828     3829     3830     3831     3832     3833     3834 
## 13.69038 15.10999 14.20697 14.36523 13.82519 14.76244 14.00355 14.47964 
##     3835     3836     3837     3838     3839     3840     3841     3842 
## 13.35993 13.41177 13.80303 13.92486 14.42780 14.16917 13.12070 14.46313 
##     3843     3844     3845     3846     3847     3848     3849     3850 
## 13.50016 14.18240 13.79795 13.40469 14.37245 14.16796 13.42705 14.02049 
##     3851     3852     3853     3854     3855     3856     3857     3858 
## 13.60633 13.94257 14.75055 13.66534 14.10722 14.66570 13.29552 14.36560 
##     3859     3860     3861     3862     3863     3864     3865     3866 
## 14.63387 14.24627 13.80302 13.59758 13.62929 14.97635 13.52748 13.70483 
##     3867     3868     3869     3870     3871     3872     3873     3874 
## 14.22096 14.66690 13.33532 14.64432 14.28412 14.00598 13.60358 13.23743 
##     3875     3876     3877     3878     3879     3880     3881     3882 
## 13.04974 14.46313 13.02122 13.22793 13.53741 13.32776 14.37544 14.38390 
##     3883     3884     3885     3886     3887     3888     3889     3890 
## 13.57415 14.23063 13.84541 14.08253 14.05803 14.43185 13.47858 14.30489 
##     3891     3892     3893     3894     3895     3896     3897     3898 
## 13.77436 13.44108 12.95679 14.84312 14.34671 14.38687 14.51196 13.05962 
##     3899     3900     3901     3902     3903     3904     3905     3906 
## 14.06489 13.41480 13.82429 14.29353 14.59467 14.92001 13.08159 13.80458 
##     3907     3908     3909     3910     3911     3912     3913     3914 
## 14.22500 13.38440 14.31040 14.36413 14.11856 13.33250 14.27022 13.40827 
##     3915     3917     3918     3919     3920     3921     3922     3923 
## 14.11580 13.70972 14.16044 12.86800 13.96824 14.08578 14.00396 13.45399 
##     3924     3925     3926     3927     3928     3929     3930     3931 
## 14.30161 14.05894 14.27196 12.98576 14.21923 14.01713 13.12761 14.31170 
##     3932     3933     3934     3935     3936     3937     3938     3939 
## 13.66674 15.01475 14.05622 13.12049 13.33449 14.36205 14.43483 14.15961 
##     3940     3941     3942     3944     3945     3946     3947     3948 
## 13.73022 14.09144 13.53580 14.50415 12.89555 13.79069 14.10196 15.07331 
##     3949     3950     3951     3952     3953     3954     3955     3956 
## 13.59758 13.21906 13.97955 13.00931 14.29817 13.60886 14.89397 13.38881 
##     3957     3958     3959     3960     3961     3962     3963     3964 
## 13.55821 13.30913 13.73511 14.11110 13.47211 13.37543 13.51443 14.05332 
##     3965     3966     3967     3968     3969     3970     3971     3972 
## 12.93409 13.29482 15.07846 13.35578 13.59860 14.23063 13.85427 15.01233 
##     3973     3974     3975     3976     3977     3978     3979     3980 
## 13.52791 13.44146 13.78169 14.90965 13.59674 15.03432 13.43926 14.44465 
##     3981     3982     3983     3984     3985     3986     3987     3988 
## 13.53523 13.63511 13.11008 13.50397 14.13534 14.66702 15.04415 12.84399 
##     3989     3990     3991     3992     3993     3994     3995     3996 
## 13.19106 14.59237 15.28088 13.45023 13.11277 14.24666 13.25838 14.01034 
##     3997     3998     3999     4000     4001     4002     4003     4004 
## 14.62867 13.77690 14.30191 13.49678 13.78757 15.04509 14.50164 14.87727 
##     4005     4006     4007     4008     4009     4010     4011     4012 
## 13.82650 12.84760 13.25635 13.92301 14.51009 13.84996 15.19332 13.51964 
##     4013     4014     4015     4016     4017     4018     4019     4020 
## 13.28305 14.57681 13.25700 14.40442 14.44812 14.33392 14.38188 14.14544 
##     4021     4022     4023     4024     4025     4026     4027     4028 
## 15.07718 13.13753 12.87727 13.32272 14.05199 14.20774 14.28430 14.13360 
##     4029     4030     4031     4032     4033     4034     4035     4036 
## 14.39573 13.40866 14.29751 13.59674 14.29398 13.73428 14.31101 13.53421 
##     4037     4038     4039     4040     4041     4042     4043     4044 
## 14.51442 14.25988 13.41539 12.96039 14.38687 14.01358 13.25430 14.43488 
##     4045     4046     4047     4048     4049     4050     4051     4052 
## 15.00962 14.54658 14.37544 14.20837 14.93081 13.51582 14.10283 13.88684 
##     4053     4054     4055     4056     4057     4058     4059     4060 
## 14.61229 14.63602 13.85601 15.07718 14.06236 14.56433 14.00492 13.68281 
##     4061     4063     4064     4065     4066     4067     4068     4069 
## 14.65338 13.10626 13.12558 14.37702 14.05389 14.00313 14.54402 14.22225 
##     4070     4071     4072     4073     4074     4075     4076     4077 
## 13.55336 13.66719 14.07280 14.35930 13.56146 13.22236 14.68196 13.99615 
##     4078     4079     4080     4081     4082     4083     4084     4085 
## 13.45401 14.89183 14.07137 14.91391 13.15139 13.38344 13.26515 13.68708 
##     4086     4087     4088     4089     4090     4091     4092     4093 
## 14.66537 14.51122 14.31736 13.00858 13.69179 14.59301 12.97629 13.04351 
##     4094     4095     4096     4097     4098     4099     4100     4101 
## 13.38064 13.02361 13.44332 13.23356 13.07301 14.04452 15.07848 14.94052 
##     4102     4103     4104     4105     4106     4107     4108     4109 
## 14.01094 13.97484 13.57172 14.50354 14.02076 14.14911 13.40091 14.13589 
##     4110     4111     4112     4113     4114     4115     4116     4117 
## 13.90150 13.93048 13.76642 13.08478 13.51998 13.86105 14.39738 14.10040 
##     4118     4119     4120     4121     4122     4123     4124     4125 
## 14.34150 14.57273 14.38280 14.38972 13.63535 13.78135 13.81537 13.19187 
##     4126     4127     4128     4129     4130     4131     4132     4133 
## 14.15352 13.46867 13.72882 13.29708 13.39461 13.80898 13.43730 13.74828 
##     4134     4135     4136     4137     4138     4139     4140     4141 
## 14.38188 13.03075 14.51767 13.50349 13.63239 13.42459 14.87412 12.79485 
##     4142     4143     4144     4145     4146     4147     4148     4149 
## 13.30813 13.90016 14.90090 14.21565 14.39938 14.54402 13.80534 13.31299 
##     4150     4151     4152     4153     4154     4155     4156     4157 
## 14.92512 13.49519 14.69300 14.90787 13.83866 13.53880 14.17032 13.39420 
##     4158     4159     4160     4161     4162     4163     4164     4165 
## 13.46217 13.72645 13.98588 14.33490 14.66570 12.88029 14.04145 14.44804 
##     4166     4167     4168     4169     4170     4171     4172     4173 
## 14.66631 14.28029 13.65423 13.31444 14.50847 14.93800 15.06638 13.33359 
##     4174     4175     4176     4177     4178     4179     4180     4181 
## 12.91421 14.11465 13.60619 12.99225 14.65584 13.29369 14.20573 13.82518 
##     4182     4183     4184     4185     4186     4187     4188     4189 
## 14.33490 14.68162 13.62913 14.50861 14.21614 13.66210 13.62090 13.51516 
##     4190     4191     4192     4193     4194     4195     4196     4197 
## 13.42572 14.48198 14.60973 14.75338 13.84251 14.04560 14.44265 14.24868 
##     4198     4199     4200     4201     4202     4203     4204     4205 
## 13.29302 13.70910 13.81433 13.40110 13.40036 15.00294 13.65627 14.32125 
##     4206     4207     4208     4209     4210     4211     4212     4213 
## 13.37406 13.47832 15.21371 14.34906 14.06910 14.33130 13.93637 13.34746 
##     4214     4215     4216     4217     4218     4219     4220     4221 
## 14.49990 14.17024 14.06489 13.78424 12.59966 14.73979 13.22455 14.23706 
##     4222     4223     4224     4225     4226     4227     4228     4229 
## 14.02859 14.25848 14.29407 12.99620 14.33187 13.12223 15.06765 13.87451 
##     4230     4231     4232     4233     4234     4235     4236     4237 
## 14.36523 13.62814 13.34589 14.90424 13.70763 13.41147 13.49519 13.75853 
##     4238     4239     4240     4241     4242     4243     4244     4245 
## 13.01444 13.76490 12.85806 14.16586 13.59771 14.63602 13.34292 13.73297 
##     4246     4247     4248     4249     4250     4251     4252     4253 
## 14.38857 13.15397 13.98582 14.89183 13.64007 14.00188 13.45064 13.48897 
##     4254     4255     4256     4257     4258     4259     4260     4261 
## 14.22096 14.53674 14.37544 15.26841 13.75309 13.28551 13.86080 13.03028 
##     4262     4263     4264     4265     4266     4267     4268     4269 
## 13.71604 14.76339 14.29733 14.20854 14.50042 14.25949 13.37743 14.26288 
##     4270     4271     4272     4273     4274     4275     4276     4277 
## 14.00160 13.98353 14.64254 14.69386 13.76831 14.16019 13.99944 13.87468 
##     4278     4279     4280     4281     4282     4283     4284     4285 
## 14.00027 13.38881 14.56531 13.55963 13.89304 13.83042 14.29402 12.96376 
##     4286     4287     4288     4289     4290     4291     4292     4293 
## 13.83591 12.86365 13.64288 14.83436 13.04124 14.68840 13.46159 14.39821 
##     4294     4295     4296     4297     4298     4299     4300     4301 
## 14.48622 13.31313 13.73606 15.02042 14.28773 13.52016 14.18678 14.99543 
##     4302     4303     4304     4305     4306     4307     4308     4309 
## 14.20484 13.09378 13.99120 13.21763 14.01853 14.75793 13.09595 14.05657 
##     4310     4311     4312     4313     4314     4315     4316     4317 
## 13.86368 13.51280 13.75026 13.65494 12.56688 14.27903 13.65267 14.62548 
##     4318     4319     4321     4322     4323     4324     4325     4326 
## 14.64432 14.94276 13.93438 13.83395 14.22408 13.93520 14.33490 14.22167 
##     4327     4328     4329     4330     4331     4332     4333     4334 
## 14.03266 15.30736 13.67731 13.82541 13.67800 13.61064 14.00243 13.35107 
##     4335     4336     4337     4338     4339     4340     4341     4342 
## 13.66781 13.00716 15.09921 13.65583 14.18453 13.41304 12.64347 14.10932 
##     4343     4344     4345     4346     4347     4348     4349     4350 
## 13.59006 13.26365 14.18966 13.39489 12.84409 13.17457 13.58986 14.14544 
##     4351     4352     4353     4354     4355     4356     4357     4358 
## 14.20321 13.15517 14.43292 13.27546 13.58644 12.91421 13.68826 13.84708 
##     4359     4360     4361     4362     4363     4364     4365     4366 
## 14.11673 13.17478 14.65435 12.86727 13.87929 14.43255 13.68826 14.07982 
##     4368     4369     4370     4371     4372     4373     4374     4375 
## 14.61199 14.36413 14.51927 14.30855 14.57126 14.96913 13.99465 13.79826 
##     4377     4378     4379     4380     4381     4382     4383     4384 
## 14.25949 13.82149 14.15643 13.43507 13.61845 13.20063 13.70032 13.71721 
##     4385     4386     4387     4388     4389     4391     4392     4393 
## 13.58274 13.52906 13.24727 13.56885 14.23783 13.54370 13.44242 14.51767 
##     4394     4395     4396     4397     4398     4399     4400     4401 
## 14.01072 14.23151 14.00881 14.94052 13.48675 13.33703 14.27650 13.59737 
##     4402     4403     4404     4405     4406     4407     4408     4409 
## 12.91473 14.05409 14.68841 13.63509 13.09162 13.86006 14.29716 14.67587 
##     4410     4411     4412     4413     4414     4416     4417     4418 
## 13.77792 13.94457 13.31564 14.45470 14.44662 14.44400 13.51242 14.57681 
##     4419     4420     4421     4422     4423     4424     4425     4426 
## 14.55445 13.16689 14.65350 13.99743 13.80129 12.91273 13.50803 14.05533 
##     4427     4428     4429     4430     4431     4432     4433     4434 
## 14.38342 14.46439 14.43355 13.56478 13.91902 13.17061 14.25960 14.17820 
##     4435     4436     4437     4438     4439     4440     4441     4442 
## 13.60598 13.34246 13.77484 13.60383 13.82650 13.48900 13.88041 13.73952 
##     4443     4444     4445     4446     4447     4448     4449     4450 
## 13.66317 14.70841 13.35891 13.86006 13.73823 13.13896 14.48459 14.52251 
##     4451     4452     4453     4454     4455     4456     4457     4458 
## 15.00080 14.31040 13.37420 13.26364 14.09300 14.28420 13.84039 14.39470 
##     4459     4460     4461     4462     4463     4464     4465     4466 
## 14.18019 14.21090 13.65066 13.52421 13.98469 14.15841 13.39574 14.17433 
##     4467     4468     4469     4470     4471     4472     4473     4474 
## 15.01549 13.91571 15.14359 14.23063 14.02723 13.96021 13.59593 13.88340 
##     4475     4476     4477     4478     4479     4480     4481     4482 
## 14.25503 14.24025 13.72314 13.68418 13.53431 13.38304 14.06489 13.59221 
##     4483     4484     4485     4486     4487     4488     4489     4490 
## 13.42464 14.58569 13.77853 14.19291 14.49154 15.20119 13.84996 14.04626 
##     4491     4492     4493     4494     4495     4496     4497     4498 
## 14.02272 13.70765 14.18966 13.55402 15.23841 14.58761 14.72332 14.45790 
##     4499     4500     4501     4502     4503     4504     4505     4506 
## 13.95391 13.56765 14.80106 14.35718 13.39937 14.88693 13.98017 13.10834 
##     4507     4508     4509     4510     4511     4512     4513     4514 
## 13.53539 14.17916 14.43320 13.54757 13.50102 14.05602 13.92984 13.99142 
##     4515     4516     4517     4518     4519     4520     4521     4522 
## 13.44512 14.23320 14.93511 14.00856 13.69000 13.93361 14.32338 14.32837 
##     4523     4524     4525     4526     4527     4528     4529     4530 
## 14.96962 13.64280 14.25698 14.18193 14.16085 14.88263 13.88545 14.53419 
##     4531     4532     4533     4534     4535     4536     4537     4538 
## 15.13309 14.16178 13.71284 14.51442 14.22635 13.96652 14.55696 13.85985 
##     4539     4540     4541     4542     4543     4544     4545     4546 
## 13.87056 12.84288 13.92990 13.93284 12.82197 13.40303 14.57706 13.89883 
##     4547     4548     4549     4550     4551     4552     4553     4554 
## 14.55256 14.94696 13.43908 13.77853 14.28295 13.82963 14.15820 14.90264 
##     4555     4556     4557     4558     4559     4560     4561     4562 
## 13.65588 14.37090 14.52080 13.65642 13.44417 14.30161 14.16887 14.38374 
##     4563     4564     4565     4566     4567     4568     4569     4570 
## 13.12130 13.97389 14.21315 13.53049 13.23386 12.75279 13.70570 14.48987 
##     4571     4572     4573     4574     4575     4576     4577     4578 
## 14.59610 13.81692 13.69932 13.58442 14.35930 13.00285 13.78035 14.19080 
##     4579     4580     4581     4582     4583     4584     4585     4586 
## 13.42738 14.30528 13.33825 14.42554 14.33903 13.79593 13.37096 14.76080 
##     4587     4588     4589     4590     4591     4592     4593     4594 
## 13.84620 14.63321 14.35752 15.16522 13.58525 14.19347 13.45915 13.08515 
##     4595     4596     4597     4598     4599     4600     4601     4602 
## 12.88300 14.21044 14.70533 13.46449 14.33033 13.00622 14.57308 14.54903 
##     4603     4604     4605     4606     4607     4608     4609     4610 
## 13.82872 14.56934 13.77382 13.83605 14.54327 14.08858 12.55061 13.90598 
##     4611     4612     4613     4614     4615     4616     4617     4618 
## 13.09590 14.97875 14.06931 14.23821 14.28804 15.03209 14.74099 13.53757 
##     4619     4620     4621     4622     4623     4624     4625     4626 
## 14.02350 13.68912 14.98539 14.66480 13.94330 14.36713 13.87764 13.20854 
##     4627     4628     4629     4630     4631     4632     4633     4634 
## 14.27971 13.12486 13.74603 14.74839 14.32791 13.87885 14.52387 13.99379 
##     4635     4636     4637     4638     4639     4640     4641     4642 
## 13.69765 14.40505 14.59610 13.43783 14.86762 14.87842 13.54940 14.18341 
##     4643     4644     4645     4646     4647     4648     4649     4650 
## 13.71042 13.66400 13.70786 14.26634 14.19133 13.82638 15.20955 13.91334 
##     4651     4652     4653     4654     4655     4656     4657     4658 
## 13.94800 15.12171 13.87764 13.63132 14.53605 14.40536 12.99781 14.46372 
##     4659     4660     4661     4662     4663     4664     4665     4666 
## 13.93507 13.72305 13.43551 14.93728 14.42253 13.48937 13.56521 13.97039 
##     4667     4668     4669     4670     4671     4672     4673     4674 
## 14.13526 14.66480 14.40872 13.08898 14.39668 14.02084 14.62434 13.51274 
##     4675     4676     4677     4678     4679     4680     4681     4682 
## 14.17610 13.56041 13.35803 14.53175 14.03690 13.88698 14.08615 13.78035 
##     4683     4684     4685     4686     4687     4688     4689     4690 
## 14.31570 14.10790 14.40552 14.57160 13.27973 14.12853 13.90916 14.49047 
##     4691     4692     4693     4694     4695     4696     4697     4698 
## 13.85437 14.42927 13.41978 13.13855 13.71165 13.87333 14.55408 14.05329 
##     4699     4700     4701     4702     4703     4704     4705     4706 
## 13.51585 13.34791 14.51079 14.07762 14.60949 13.32758 13.46240 13.85140 
##     4707     4708     4709     4710     4711     4712     4713     4714 
## 14.24235 13.54987 13.74376 14.18004 13.52954 13.99305 14.30732 13.66839 
##     4715     4716     4717     4718     4719     4720     4721     4722 
## 13.50305 14.38960 13.20881 13.03097 13.33250 13.48558 14.45348 14.29485 
##     4723     4724     4725     4726     4727     4728     4729     4730 
## 13.47212 13.67939 13.68986 13.62995 14.27497 13.94237 14.88922 13.04149 
##     4731     4732     4733     4734     4735     4736     4737     4738 
## 14.67479 12.94186 13.76742 14.25697 13.02762 13.24903 14.59644 15.15072 
##     4739     4740     4741     4742     4743     4744     4745     4746 
## 13.87102 13.25632 14.97875 13.79872 13.70322 13.92975 14.46122 14.07495 
##     4747     4748     4749     4751     4752     4753     4754     4755 
## 13.94289 14.84487 13.77058 13.53548 13.61837 13.45349 14.98462 13.88217 
##     4756     4757     4758     4759     4760     4761     4762     4763 
## 14.15477 13.91714 13.57737 14.25475 14.50188 14.07977 14.25485 14.25094 
##     4764     4765     4766     4767     4768     4769     4770     4771 
## 14.83781 13.91345 13.13602 13.31213 14.50544 13.15479 13.31194 14.36964 
##     4772     4773     4774     4775     4776     4777     4778     4779 
## 14.26891 13.99159 13.61939 13.32688 13.86577 14.51681 14.05555 14.03400 
##     4780     4781     4782     4783     4784     4785     4786     4787 
## 13.83994 15.20896 13.77675 14.31163 13.36234 14.35995 14.42045 14.50242 
##     4788     4789     4790     4791     4792     4793     4794     4795 
## 13.35775 15.04975 13.86683 14.11619 14.33562 13.32182 14.38149 14.19133 
##     4796     4797     4798     4799     4800     4801     4802     4803 
## 14.40683 14.24928 14.16198 14.75522 14.53358 13.70985 13.93348 14.37007 
##     4804     4805     4806     4807     4808     4809     4810     4811 
## 14.22519 14.95242 14.30238 13.03149 13.72650 14.46974 14.03005 13.00560 
##     4812     4813     4814     4815     4816     4817     4818     4819 
## 14.26875 13.47951 14.13332 13.88137 14.53253 14.42045 14.27626 14.48568 
##     4820     4821     4822     4823     4824     4825     4826     4827 
## 14.50622 13.00710 14.87842 14.87789 14.51268 13.71957 14.04476 13.11250 
##     4828     4829     4830     4831     4832     4833     4834     4835 
## 12.91406 13.25781 14.27094 14.87842 13.28147 14.58453 13.24642 12.78341 
##     4836     4837     4838     4839     4840     4841     4842     4843 
## 13.76303 13.58759 14.16513 13.39317 14.07495 14.16745 13.29989 13.63707 
##     4844     4845     4846     4847     4848     4849     4850     4851 
## 14.54021 13.43426 13.89387 13.57972 14.06253 14.57347 13.99089 14.23595 
##     4852     4853     4854     4855     4856     4857     4858     4859 
## 13.04277 13.80896 14.20616 13.30522 14.55485 13.82806 14.35858 14.65961 
##     4860     4861     4862     4863     4864     4866     4867     4868 
## 13.78934 13.54987 14.19275 13.40384 13.72563 14.47284 14.14916 13.40652 
##     4869     4870     4871     4872     4873     4874     4875     4876 
## 13.52411 12.76330 13.86302 15.02958 14.35930 14.82756 13.52108 13.88609 
##     4877     4878     4879     4880     4881     4882     4883     4884 
## 13.75842 14.63514 13.02304 14.13855 13.96409 12.90516 13.83613 14.07572 
##     4885     4886     4887     4888     4889     4890     4891     4892 
## 13.82436 14.51127 14.66433 13.94072 13.90092 14.12916 14.49161 14.44943 
##     4893     4894     4895     4896     4897     4898     4899     4900 
## 14.57599 14.18454 14.40872 14.37069 14.51385 14.03446 14.49958 13.90031 
##     4901     4902     4903     4904     4905     4906     4907     4909 
## 13.16540 13.60623 13.97617 14.49958 14.47762 13.86800 14.68130 14.57160 
##     4911     4912     4913     4914     4915     4916     4917     4918 
## 14.40069 14.53507 14.35710 14.41078 14.40711 14.22361 13.81422 14.69546 
##     4919     4920     4921     4922     4923     4924     4925     4926 
## 14.51829 14.04016 14.22998 13.99329 13.83310 14.00570 13.70033 13.70379 
##     4927     4928     4929     4930     4931     4932     4933     4934 
## 13.94624 14.29855 14.40069 14.34016 14.12834 14.18248 13.87381 14.54735 
##     4935     4936     4937     4938     4939     4940     4941     4942 
## 12.92991 15.04975 14.00038 13.86255 13.02152 13.68882 14.24085 14.16024 
##     4943     4944     4945     4946     4947     4948     4949     4950 
## 14.29014 13.14435 14.25421 13.87940 13.97987 14.38978 14.25499 14.70777 
##     4951     4952     4953     4954     4955     4956     4957     4958 
## 13.59876 14.31066 14.35853 12.99284 14.63321 14.35292 13.72596 13.33429 
##     4959     4960     4961     4962     4963     4964     4965     4966 
## 13.83994 14.17610 13.70611 14.45348 13.69599 14.12048 13.70611 14.16707 
##     4967     4968     4969     4970     4971     4972     4973     4974 
## 14.70829 13.79842 13.92610 13.88215 14.10925 13.40828 14.57599 14.10722 
##     4975     4976     4977     4978     4979     4980     4981     4982 
## 14.15926 14.46808 14.39761 14.26149 14.39347 14.38326 13.68328 14.82269 
##     4983     4984     4985     4986     4987     4988     4989     4990 
## 12.98539 14.27937 13.31678 14.34393 13.53761 12.97619 13.67404 13.36251 
##     4991     4992     4993     4994     4995     4996     4997     4998 
## 13.66086 14.28104 14.16341 13.84831 13.42455 13.74244 14.16261 13.86800 
##     4999     5000     5001     5002     5003     5004     5005     5006 
## 14.20253 14.19133 14.00968 13.48707 14.75802 13.23598 14.52327 13.83171 
##     5007     5008     5009     5010     5011     5012     5013     5014 
## 14.26165 13.87007 14.51385 13.82152 13.73546 13.93042 14.32940 13.55267 
##     5015     5016     5017     5018     5019     5020     5021     5022 
## 14.53610 14.28163 13.84352 14.46939 13.26423 14.55816 14.26829 13.77200 
##     5023     5025     5026     5027     5028     5029     5030     5031 
## 14.24653 14.66410 13.76254 14.30192 14.23155 14.14896 14.42159 14.01282 
##     5032     5033     5034     5035     5036     5037     5038     5039 
## 14.21967 14.02897 14.39792 13.96969 14.63514 13.80397 14.12377 13.02304 
##     5040     5041     5042     5043     5044     5045     5046     5047 
## 14.04016 14.00956 14.52978 14.42047 14.43289 14.40711 14.23547 14.56995 
##     5048     5049     5050     5051     5052     5053     5054     5055 
## 14.38367 13.73387 14.09617 14.24388 13.05648 14.47599 14.37190 13.22243 
##     5056     5057     5058     5059     5060     5061     5062     5063 
## 13.97356 13.53324 13.73496 14.52327 13.82436 13.85896 14.86762 14.35348 
##     5064     5065     5066     5067     5068     5069     5070     5071 
## 14.47173 12.95140 14.16707 13.63227 13.59671 14.47787 13.88366 14.25190 
##     5072     5073     5074     5075     5076     5077     5078     5079 
## 13.46309 13.61406 14.32048 14.28196 13.40567 14.77324 13.46071 13.95210 
##     5080     5081     5082     5083     5084     5085     5086     5087 
## 13.72532 13.94745 12.90433 13.53562 13.39317 14.35367 14.18766 14.49291 
##     5088     5089     5090     5091     5092     5093     5094     5095 
## 13.41093 14.51025 14.55065 13.95326 14.16361 14.52387 13.25331 14.55605 
##     5096     5097     5098     5099     5100     5101     5102     5103 
## 13.77288 13.45283 13.39429 14.28971 14.40552 14.53704 13.44409 14.19133 
##     5104     5105     5106     5107     5108     5109     5110     5111 
## 13.88064 14.24691 14.31610 13.61444 13.97609 13.71044 13.93311 14.11294 
##     5112     5113     5114     5115     5116     5117     5118     5119 
## 14.09930 14.12560 14.09951 14.01065 14.04476 14.08465 14.31865 13.20231 
##     5120     5121     5122     5123     5124     5125     5126     5127 
## 14.24872 14.15011 13.20990 14.53610 13.57286 14.93687 14.43050 14.54903 
##     5128     5129     5130     5131     5132     5133     5134     5135 
## 14.45394 13.25632 14.46670 14.19333 14.28053 14.36490 14.28756 14.22876 
##     5136     5137     5138     5139     5140     5141     5142     5143 
## 14.31253 14.22876 14.30173 13.94764 13.96298 13.74409 13.89817 14.04016 
##     5144     5145     5146     5147     5148     5149     5150     5151 
## 13.68478 14.14352 13.33637 14.52885 14.20435 12.48756 14.05680 13.56747 
##     5152     5153     5154     5155     5156     5157     5158     5159 
## 13.92051 13.53260 14.03719 14.74442 13.46071 14.41524 13.99007 13.86374 
##     5160     5161     5162     5163     5164     5165     5166     5167 
## 13.61770 13.87037 13.86221 13.63628 13.56604 13.94274 13.69880 13.90828 
##     5168     5169     5170     5171     5172     5173     5174     5176 
## 14.14853 14.00883 13.03420 13.41461 13.82038 14.33729 14.40711 13.65335 
##     5177     5178     5179     5180     5181     5182     5183     5184 
## 14.95674 14.56133 13.41618 13.90587 13.89684 14.33729 13.82583 13.75973 
##     5186     5187     5188     5189     5190     5191     5192     5193 
## 13.71768 14.51307 13.89157 14.24136 14.13835 13.93550 13.46309 13.95204 
##     5194     5195     5196     5197     5198     5199     5200     5201 
## 14.52517 13.19640 13.52346 14.40505 14.02206 13.83613 14.41655 13.61966 
##     5202     5203     5204     5205     5206     5207     5208     5209 
## 13.51615 13.92059 14.26315 14.82095 14.02138 14.12598 13.96137 14.17073 
##     5210     5211     5212     5213     5214     5215     5216     5217 
## 13.60528 13.19866 13.59724 13.76179 13.27911 13.63711 14.50601 14.48680 
##     5218     5219     5220     5221     5222     5223     5224     5225 
## 14.05773 13.45588 14.64571 13.90792 13.83310 13.47965 14.67734 13.39858 
##     5226     5227     5228     5229     5230     5231     5232     5233 
## 13.76321 13.67817 13.50725 13.39099 13.75668 14.60128 13.23957 14.29998 
##     5234     5235     5236     5237     5238     5239     5240     5241 
## 13.26745 14.58327 13.81422 13.86253 14.24136 13.88388 13.19224 14.69720 
##     5242     5243     5244     5245     5246     5247     5248     5249 
## 13.74497 13.63948 12.99534 14.22871 14.28340 14.03600 14.41135 14.67080 
##     5250     5251     5252     5253     5254     5255     5256     5257 
## 14.42913 14.47633 15.16522 14.40964 13.19744 14.81410 13.33637 14.69922 
##     5258     5259     5260     5261     5262     5263     5264     5265 
## 13.41785 13.44789 14.44445 13.66606 12.95419 13.04140 12.85402 14.40602 
##     5266     5267     5268     5269     5270     5271     5272     5273 
## 13.72305 14.63359 15.09349 13.98960 14.24644 14.79416 14.99451 12.99781 
##     5274     5275     5276     5277     5278     5279     5280     5281 
## 14.40100 13.67790 13.63224 13.11965 15.02631 14.29946 13.92602 14.03639 
##     5282     5283     5284     5285     5286     5287     5288     5289 
## 13.70603 14.79877 13.59566 13.74397 13.61614 13.73080 13.50742 13.78035 
##     5290     5291     5292     5293     5294     5295     5296     5297 
## 13.95556 14.80677 13.49726 13.83845 14.03005 13.78925 13.42015 13.17484 
##     5298     5299     5300     5301     5302     5303     5304     5305 
## 13.54118 13.86444 13.32635 15.07209 13.81074 14.11714 12.91571 14.14977 
##     5306     5307     5308     5309     5310     5311     5312     5313 
## 15.08801 14.21080 13.73080 13.10343 14.49958 14.01896 14.49958 14.41765 
##     5314     5315     5316     5317     5318     5319     5320     5321 
## 14.23534 14.02304 13.95326 14.42215 14.01065 15.05717 13.96969 14.01476 
##     5322     5323     5324     5325     5326     5327     5328     5329 
## 13.89963 14.87842 12.89890 13.86247 13.50003 14.44883 14.89075 14.13470 
##     5330     5331     5332     5333     5334     5335     5336     5337 
## 14.48877 13.39321 13.28748 13.19375 14.47599 14.53507 14.92497 14.58998 
##     5338     5339     5340     5341     5342     5343     5344     5345 
## 13.40020 13.86306 13.58548 13.78108 13.88243 14.41899 14.22157 13.40088 
##     5346     5347     5348     5349     5350     5351     5352     5353 
## 13.31470 13.25632 13.29992 13.63185 13.34563 14.33996 14.02350 13.21720 
##     5354     5355     5356     5357     5358     5359     5360     5361 
## 14.01270 12.64588 13.91266 13.52608 15.16479 13.84620 13.23309 13.64107 
##     5362     5363     5364     5365     5366     5367     5368     5370 
## 14.76229 14.62089 14.19535 13.37270 14.48624 14.25840 14.12560 14.67772 
##     5371     5372     5373     5374     5375     5376     5377     5378 
## 13.83952 14.78343 13.65497 14.51897 14.10322 14.21009 13.67022 14.14890 
##     5379     5380     5381     5382     5383     5384     5385     5386 
## 14.40146 14.26961 14.49813 14.86118 13.57918 15.27618 14.06524 14.67772 
##     5387     5388     5389     5390     5391     5392     5393     5394 
## 13.69773 14.25226 14.03946 13.76723 14.71003 12.95449 13.90557 14.11463 
##     5395     5396     5397     5398     5399     5400     5401     5402 
## 13.40576 14.47038 14.30877 13.45707 14.87628 13.05981 13.63291 13.05302 
##     5403     5404     5405     5406     5407     5408     5409     5410 
## 14.03354 14.18884 13.65839 15.19815 14.26149 14.70829 13.88723 13.92510 
##     5411     5412     5413     5414     5415     5416     5417     5418 
## 13.28117 14.48731 14.12199 13.73079 13.50342 13.71155 13.79367 12.84813 
##     5419     5420     5421     5422     5423     5424     5425     5426 
## 13.73248 14.44200 14.88535 13.89500 12.53549 14.23685 14.52232 14.70710 
##     5427     5428     5429     5430     5431     5432     5433     5434 
## 13.62521 13.88531 14.47888 14.36248 13.87380 14.86762 12.92991 13.56095 
##     5435     5436     5437     5438     5439     5440     5441     5442 
## 13.96101 14.22336 14.52517 14.11463 14.06188 14.28161 14.94222 14.66433 
##     5443     5445     5446     5447     5448     5449     5450     5451 
## 13.94072 14.36389 14.07820 12.81378 14.41135 14.31150 13.92046 14.28636 
##     5452     5453     5454     5455     5456     5457     5458     5459 
## 13.90092 13.69166 14.28508 14.00504 14.02115 14.00478 13.34157 14.39668 
##     5460     5461     5462     5463     5464     5465     5466     5467 
## 14.71671 14.63924 14.30702 14.60150 14.63588 12.56979 13.57456 13.55092 
##     5468     5469     5470     5471     5472     5473     5474     5475 
## 14.37379 14.68065 13.77003 14.12691 14.15842 12.75584 14.33777 13.67339 
##     5476     5477     5478     5479     5480     5481     5482     5483 
## 15.00689 14.14946 14.20431 14.16111 13.75036 14.21044 14.54800 13.52584 
##     5484     5485     5486     5487     5488     5489     5490     5491 
## 13.53396 13.50452 13.02501 14.50851 13.39619 13.40786 14.60562 14.52387 
##     5492     5493     5494     5495     5496     5497     5498     5499 
## 13.11840 14.44943 13.36009 13.99159 13.54868 14.21784 13.97378 14.99543 
##     5500     5501     5502     5503     5504     5505     5506     5507 
## 14.06680 12.87349 13.31992 13.19794 13.83534 13.82878 14.82756 15.06265 
##     5508     5509     5510     5511     5512     5513     5514     5515 
## 13.44293 14.64177 14.63568 14.51991 13.40042 13.92046 13.96120 13.70606 
##     5516     5517     5518     5520     5521     5522     5523     5524 
## 14.70717 13.44564 14.57967 14.27483 13.17589 13.66065 14.19443 15.27206 
##     5525     5526     5527     5528     5529     5530     5531     5532 
## 13.11236 13.59024 13.86197 13.53997 13.16141 13.97186 13.26544 13.52500 
##     5533     5534     5535     5536     5537     5538     5539     5540 
## 13.84620 14.46483 14.00056 14.38686 14.54826 13.03630 14.20998 14.17458 
##     5541     5542     5543     5544     5545     5546     5547     5548 
## 12.82538 14.45455 13.14061 14.02552 14.39630 14.41474 13.15196 14.13171 
##     5549     5550     5551     5552     5553     5554     5555     5556 
## 13.36896 14.24200 13.36183 13.77575 12.86827 14.33179 13.42885 14.12451 
##     5557     5558     5559     5560     5561     5562     5564     5565 
## 13.36885 13.74070 14.30631 13.73063 14.11637 14.70325 14.30788 13.61355 
##     5566     5567     5568     5569     5570     5571     5572     5573 
## 14.01651 13.61669 13.42244 12.96174 13.31167 13.08877 13.78108 13.84402 
##     5574     5575     5576     5577     5578     5579     5580     5581 
## 13.36943 13.26812 13.03624 13.39025 13.75779 14.67772 14.60383 15.12345 
##     5582     5583     5584     5585     5587     5588     5589     5590 
## 14.36639 14.18868 14.40719 14.74769 14.07710 14.63121 13.40113 15.07209 
##     5591     5592     5594     5595     5596     5597     5598     5599 
## 14.53720 14.08961 14.30481 15.12345 14.66831 14.93935 12.96174 14.21129 
##     5600     5601     5602     5603     5604     5605     5606     5607 
## 14.48119 12.97741 13.69666 14.55709 14.57882 13.46071 14.35174 13.66673 
##     5608     5609     5610     5611     5612     5613     5614     5615 
## 12.95521 13.39966 13.47089 13.85804 13.35657 14.50601 13.28099 14.66713 
##     5616     5617     5618     5619     5620     5621     5622     5623 
## 14.46483 14.31190 14.46426 13.79497 14.21783 13.55702 14.66595 13.73560 
##     5624     5625     5626     5627     5628     5629     5630     5631 
## 14.02176 12.62333 13.42926 13.91872 15.09707 13.33242 13.48787 13.37641 
##     5632     5633     5634     5635     5636     5637     5638     5639 
## 13.29443 14.05925 14.50278 14.67772 14.41644 13.66673 14.32261 13.12356 
##     5640     5641     5642     5643     5644     5645     5646     5647 
## 14.20122 13.59445 13.98937 13.30782 13.04244 13.64362 13.94933 13.41497 
##     5648     5649     5650     5651     5652     5653     5654     5655 
## 12.60601 12.85042 12.75755 12.77841 14.04070 13.99410 12.83464 12.87591 
##     5656     5657     5658     5659     5660     5661     5662     5663 
## 15.02829 14.60517 13.82943 14.08652 14.24200 14.62404 14.38686 13.85721 
##     5664     5665     5666     5667     5668     5669     5670     5671 
## 14.49273 14.30877 14.69145 14.70926 13.27504 13.80698 14.42349 14.99475 
##     5672     5673     5674     5675     5676     5677     5678     5679 
## 13.66091 12.82149 13.56828 14.57206 14.48060 14.26149 14.52840 13.38517 
##     5680     5681     5682     5683     5684     5685     5686     5687 
## 14.23892 13.80249 13.32264 13.42370 14.41777 15.20896 14.63135 14.00558 
##     5688     5689     5690     5691     5692     5693     5694     5695 
## 14.32090 13.67074 13.36914 14.46845 14.94222 12.78452 14.37919 13.89833 
##     5696     5697     5698     5699     5700     5701     5702     5703 
## 13.45457 12.81143 13.51645 14.19333 14.11684 14.21129 14.69510 13.22364 
##     5704     5705     5706     5707     5708     5709     5710     5711 
## 14.00671 13.28098 13.39378 13.40276 13.64449 13.13420 12.96756 15.07209 
##     5712     5713     5714     5715     5716     5717     5718     5719 
## 14.01458 14.78684 13.70965 13.38456 14.90856 13.43815 14.24330 14.27031 
##     5720     5721     5722     5723     5724     5725     5726     5727 
## 13.44473 14.79315 14.62122 12.92800 14.14112 13.77285 13.37791 12.91406 
##     5728     5729     5730     5731     5732     5733     5734     5735 
## 14.03277 13.85397 14.50851 12.98866 14.69749 13.40553 13.87849 14.26790 
##     5736     5737     5738     5739     5740     5741     5742     5743 
## 13.78601 14.75405 14.66722 13.37193 13.41469 13.95556 13.53274 12.96070 
##     5744     5745     5746     5747     5748     5749     5750     5751 
## 14.43440 13.41538 14.28526 13.60681 12.80505 13.02501 14.61345 13.91788 
##     5752     5753     5754     5755     5756     5757     5758     5759 
## 14.15117 14.49892 14.49892 14.55035 14.10556 13.00520 13.99837 14.68844 
##     5760     5761     5762     5763     5764     5765     5766     5767 
## 13.61695 15.25061 14.29796 13.54138 14.71406 13.91931 14.02761 13.21687 
##     5768     5769     5770     5771     5772     5773     5774     5775 
## 14.16800 13.61990 13.43621 14.31736 14.54743 13.89293 14.39643 14.10005 
##     5776     5777     5778     5779     5780     5781     5782     5783 
## 14.25129 13.00109 13.19108 13.25078 14.01977 13.25735 14.53603 13.70309 
##     5784     5785     5786     5787     5788     5789     5790     5791 
## 14.49937 14.28196 14.64444 15.06197 13.63707 13.99598 14.03666 13.98192 
##     5792     5793     5794     5795     5796     5797     5798     5799 
## 14.04876 13.65463 13.47966 14.71003 14.39375 14.56290 13.91759 14.03354 
##     5800     5801     5802     5803     5804     5805     5806     5807 
## 12.91410 13.70861 12.96176 14.20219 14.00629 14.46845 13.51213 14.63121 
##     5808     5809     5810     5811     5812     5813     5814     5815 
## 13.58678 14.13282 13.85162 14.13835 14.29485 13.69554 13.68448 13.87128 
##     5816     5817     5818     5819     5820     5821     5822     5823 
## 14.10840 14.25356 14.64298 14.34008 13.21957 13.02716 13.90864 14.07657 
##     5824     5825     5826     5827     5828     5829     5830     5831 
## 13.47048 14.25171 13.82634 14.08290 14.16342 13.75998 13.06947 13.75751 
##     5832     5833     5834     5835     5836     5837     5838     5839 
## 13.61343 13.38636 13.30013 13.44858 15.09564 13.33809 14.99139 13.62221 
##     5840     5841     5842     5843     5844     5845     5846     5847 
## 13.53479 14.78477 14.09510 14.27867 13.67066 15.07770 13.54039 14.71703 
##     5848     5849     5850     5851     5852     5853     5854     5855 
## 13.27615 13.68342 13.10856 13.27325 13.58735 13.15643 14.41863 13.48638 
##     5856     5857     5858     5859     5860     5861     5862     5863 
## 13.48068 14.20890 12.90688 14.51706 13.58402 14.39344 14.12076 14.00160 
##     5864     5865     5866     5867     5868     5869     5870     5871 
## 14.23846 13.57326 13.13689 14.79062 13.56264 13.91575 14.59863 13.81022 
##     5872     5873     5874     5875     5876     5877     5878     5879 
## 14.55516 14.76643 15.03805 14.39365 13.03287 14.51219 14.46528 13.00136 
##     5880     5881     5882     5883     5884     5885     5886     5887 
## 13.95933 13.16713 14.04329 14.28994 14.40445 13.61584 13.73884 13.64268 
##     5888     5889     5890     5891     5892     5893     5894     5895 
## 13.93882 13.63728 13.17842 13.82265 13.86082 13.39584 14.22141 13.44329 
##     5896     5897     5898     5899     5900     5901     5902     5903 
## 13.55103 13.85184 13.53141 13.81848 15.04514 13.91874 14.60845 14.02221 
##     5904     5905     5906     5907     5908     5909     5910     5911 
## 13.56852 13.29441 13.57904 13.86252 13.57110 14.31821 13.69520 13.43938 
##     5912     5913     5914     5915     5916     5917     5918     5919 
## 13.14161 13.65281 14.50052 13.69427 13.27161 14.12173 14.26035 13.30429 
##     5920     5921     5922     5923     5924     5925     5926     5927 
## 13.74443 14.47918 13.72945 13.11550 14.05601 13.46205 13.74504 13.65038 
##     5928     5929     5930     5931     5932     5933     5934     5935 
## 14.37915 14.58395 13.43998 13.31024 14.08481 13.29630 14.16549 15.04514 
##     5936     5937     5938     5939     5940     5941     5942     5943 
## 13.61056 14.87602 14.35217 14.22647 13.78630 13.96303 13.93023 13.45831 
##     5944     5945     5946     5947     5948     5949     5950     5951 
## 14.75642 13.92409 14.15702 15.07865 13.24125 14.24280 13.70726 14.29708 
##     5952     5953     5954     5955     5956     5957     5958     5959 
## 14.78888 14.16237 13.58874 13.84913 14.53425 13.42145 14.53179 14.35942 
##     5960     5961     5962     5963     5964     5965     5967     5968 
## 14.71359 12.91861 13.44353 12.87699 14.67808 14.21500 13.54661 13.53455 
##     5969     5970     5971     5972     5973     5974     5975     5976 
## 14.35217 14.54479 14.28330 15.03877 14.90019 14.12547 14.36903 13.12877 
##     5977     5978     5979     5980     5981     5982     5983     5984 
## 14.13616 14.18755 13.46760 14.41840 13.96842 14.05884 13.49590 14.21743 
##     5985     5986     5987     5988     5989     5990     5991     5992 
## 14.39449 13.58009 14.19609 13.28632 13.85149 13.69523 13.60489 14.13298 
##     5993     5994     5995     5996     5997     5998     5999     6000 
## 12.75736 13.85725 13.77199 13.31001 13.06814 13.10350 14.53620 13.85901 
##     6001     6002     6003     6004     6005     6006     6007     6008 
## 14.11623 14.49731 13.75986 13.49889 13.62989 12.92132 13.92367 14.35441 
##     6009     6010     6011     6012     6013     6014     6015     6016 
## 14.40483 13.70130 13.39778 13.41228 13.88437 13.57228 13.80233 13.41211 
##     6017     6018     6019     6020     6021     6022     6023     6024 
## 13.69456 14.52539 13.54357 14.90721 14.73459 14.27867 13.93196 13.43028 
##     6025     6026     6027     6028     6029     6030     6031     6032 
## 14.04818 12.99223 14.47473 14.18427 14.53023 13.53540 13.34154 13.29724 
##     6033     6034     6035     6036     6037     6038     6039     6040 
## 15.21737 14.53254 14.11725 14.70252 14.21931 15.06156 13.89887 14.84499 
##     6041     6042     6043     6044     6045     6047     6048     6049 
## 14.65827 13.37614 13.90096 13.95613 13.49975 14.48782 15.04688 14.32042 
##     6050     6051     6052     6053     6054     6055     6056     6057 
## 13.43968 13.58510 13.72660 13.09767 14.60845 14.22414 13.43561 13.69190 
##     6058     6059     6060     6061     6062     6063     6064     6065 
## 14.75816 13.22992 14.15892 14.14808 15.09564 14.06502 13.88740 13.21015 
##     6066     6067     6068     6069     6070     6071     6072     6073 
## 14.15866 14.32686 14.30373 14.41529 14.60289 13.55288 13.77836 15.00863 
##     6074     6075     6076     6077     6078     6079     6080     6081 
## 14.49904 13.25282 15.15419 13.87011 14.96599 14.45919 14.63375 14.87191 
##     6082     6083     6084     6085     6086     6087     6088     6089 
## 13.27897 14.68161 14.35205 13.13456 13.41510 14.52361 14.24510 13.32827 
##     6090     6091     6092     6093     6094     6095     6096     6097 
## 13.58262 14.25235 14.49802 13.81999 13.77072 13.13058 14.78989 13.71380 
##     6098     6099     6100     6101     6102     6103     6104     6105 
## 14.37922 13.50638 14.45497 14.38408 14.20840 14.76954 14.94296 13.51944 
##     6106     6107     6108     6109     6110     6111     6112     6113 
## 13.07576 13.93023 14.00530 14.22888 14.04717 14.19208 14.95376 15.09564 
##     6114     6115     6116     6117     6118     6119     6120     6121 
## 13.70093 13.41770 13.02961 15.01132 14.52116 13.40705 12.98921 14.07865 
##     6122     6123     6124     6125     6126     6127     6128     6129 
## 14.22045 13.75998 13.78481 13.61655 14.78194 14.30497 14.05273 14.13830 
##     6130     6131     6132     6133     6134     6135     6136     6137 
## 14.05074 14.05384 13.00197 13.31603 13.33171 14.55587 14.26701 14.31272 
##     6138     6139     6140     6141     6142     6143     6144     6145 
## 13.34452 14.13469 13.43159 13.54039 14.20217 14.29997 15.02422 15.12241 
##     6146     6147     6148     6149     6150     6151     6152     6153 
## 13.59234 14.20110 13.44382 13.89219 12.88445 13.31750 12.85807 13.68095 
##     6154     6155     6156     6157     6158     6159     6160     6161 
## 14.27610 14.29872 13.62704 13.11122 13.63142 13.60518 14.06502 13.15237 
##     6162     6163     6164     6165     6166     6167     6168     6169 
## 14.51828 13.94869 14.27923 14.23582 14.63236 14.02559 13.96527 14.17124 
##     6170     6172     6173     6174     6175     6176     6177     6178 
## 13.47659 14.33873 13.46646 14.19490 14.56813 14.17993 14.03502 13.96562 
##     6179     6180     6181     6182     6183     6184     6185     6186 
## 14.41872 13.47299 13.85789 13.52404 14.03685 13.64069 15.10470 13.20843 
##     6187     6188     6189     6190     6191     6192     6193     6194 
## 14.18815 13.04092 12.90367 13.47923 14.48782 13.06179 13.68964 14.10546 
##     6195     6196     6197     6198     6199     6200     6201     6202 
## 14.51529 13.43956 13.00771 14.32106 14.32019 13.74237 13.39077 13.08262 
##     6203     6204     6205     6206     6207     6208     6209     6210 
## 13.81475 13.94488 14.79062 14.02876 13.54693 14.60512 14.39651 13.01242 
##     6211     6212     6213     6214     6215     6216     6217     6218 
## 13.69821 14.49333 14.06563 14.54335 13.16312 13.83479 14.32619 13.64076 
##     6219     6220     6221     6222     6223     6224     6225     6226 
## 13.80889 13.48022 15.00316 14.33959 14.36035 13.54912 13.45885 14.94912 
##     6227     6228     6229     6230     6231     6232     6233     6234 
## 12.93768 14.61359 14.67456 14.25576 14.47353 14.32465 14.37483 14.72504 
##     6235     6236     6237     6238     6239     6240     6241     6242 
## 14.80142 14.40887 13.83254 13.38042 12.95701 12.77761 13.93023 13.17854 
##     6243     6244     6245     6246     6247     6248     6249     6250 
## 14.60587 13.54068 13.67946 14.21992 13.88880 13.37159 13.35346 13.51688 
##     6251     6252     6253     6254     6255     6256     6257     6258 
## 13.27167 14.19936 13.41824 14.66393 14.12577 14.27027 14.22765 13.12620 
##     6259     6260     6261     6262     6263     6264     6265     6266 
## 15.03366 14.55719 14.40498 14.41687 13.82052 14.47733 14.66305 14.28150 
##     6267     6268     6269     6270     6271     6272     6273     6274 
## 14.09740 13.25300 13.62966 14.02692 14.48005 14.00144 13.48390 13.34462 
##     6275     6276     6277     6278     6279     6280     6281     6282 
## 14.43188 13.89674 13.91169 14.79255 14.42650 13.44683 13.56196 12.58839 
##     6283     6285     6286     6287     6288     6289     6290     6291 
## 13.59367 14.43238 14.30435 13.50366 14.94705 13.35564 14.05503 14.08595 
##     6292     6293     6294     6295     6296     6297     6298     6299 
## 13.65832 15.03299 14.39126 13.94559 13.49976 14.35920 15.16459 14.17174 
##     6300     6301     6302     6303     6304     6305     6306     6307 
## 13.33899 13.37844 15.16581 14.22414 13.69367 14.66871 14.37573 12.95838 
##     6308     6309     6310     6311     6312     6313     6314     6315 
## 14.68749 13.68964 13.92616 14.38836 14.66803 13.26108 14.61234 14.22765 
##     6316     6317     6318     6319     6320     6321     6322     6323 
## 13.78729 14.64165 13.38465 13.63979 13.33905 13.36381 13.15482 14.47953 
##     6324     6325     6326     6327     6328     6329     6330     6331 
## 14.38843 14.21641 13.31489 13.84087 14.93409 13.35338 13.41998 14.04386 
##     6332     6333     6334     6335     6336     6337     6338     6339 
## 13.50998 14.43023 14.77842 14.28008 13.11136 13.81366 12.88232 14.52177 
##     6340     6341     6342     6343     6344     6345     6346     6347 
## 14.19910 13.88877 14.61359 13.57085 14.72439 12.61513 13.06499 15.08063 
##     6348     6349     6350     6351     6352     6353     6354     6355 
## 13.81900 14.70361 13.39266 13.21110 14.35674 13.48638 14.32120 14.13355 
##     6356     6357     6358     6359     6360     6361     6362     6363 
## 14.34289 13.83647 13.29005 13.88880 14.28090 14.01672 13.86621 15.04688 
##     6364     6365     6366     6367     6368     6369     6370     6372 
## 13.71115 13.29405 13.06528 14.07924 13.15270 14.77476 13.76019 14.20943 
##     6373     6374     6375     6376     6377     6378     6379     6380 
## 13.46339 14.26606 14.55719 14.38589 13.94316 14.34563 13.29926 13.69630 
##     6381     6382     6383     6384     6385     6386     6387     6388 
## 14.32492 13.60560 13.37648 14.34056 13.27615 14.08290 12.76787 13.68607 
##     6389     6390     6391     6392     6393     6394     6395     6396 
## 14.70363 15.07773 13.74159 14.90014 13.85766 14.98742 13.19817 13.43080 
##     6397     6398     6399     6400     6401     6402     6403     6404 
## 13.15720 12.80911 13.38819 13.41368 13.87032 12.99639 14.19943 13.82010 
##     6405     6406     6407     6408     6409     6410     6411     6412 
## 14.31342 14.00106 14.20851 14.48049 14.31168 13.54339 13.05061 14.40404 
##     6413     6414     6415     6416     6417     6418     6419     6420 
## 14.02281 14.86741 13.65107 14.07643 14.23819 14.32120 13.69090 13.29926 
##     6421     6422     6423     6424     6425     6426     6427     6428 
## 14.43026 13.00518 13.73359 13.91112 14.15477 14.91588 13.03041 13.83785 
##     6429     6430     6431     6432     6433     6434     6435     6436 
## 13.02761 13.67376 13.83175 13.84278 13.81101 13.33171 13.89885 14.87301 
##     6437     6438     6439     6440     6441     6442     6443     6444 
## 12.91134 14.77001 14.33305 14.09419 14.42305 14.99005 14.29039 14.69041 
##     6445     6446     6447     6448     6449     6450     6451     6452 
## 14.28278 14.37737 13.43671 13.42587 13.84999 12.64293 14.48609 14.82437 
##     6453     6454     6455     6456     6457     6458     6459     6460 
## 15.00451 14.53209 13.55459 14.25113 13.80081 13.60064 14.32042 14.32830 
##     6461     6462     6463     6464     6465     6466     6467     6468 
## 14.04942 15.13322 13.22409 13.21988 14.37921 13.88196 13.34088 13.49068 
##     6469     6470     6471     6472     6473     6474     6475     6476 
## 13.92590 14.69685 13.61161 13.47017 13.82073 14.13642 12.92615 14.64165 
##     6477     6478     6479     6480     6481     6482     6483     6484 
## 13.41384 13.33650 13.13544 14.40530 14.01612 14.50052 12.91633 14.93831 
##     6485     6486     6487     6488     6489     6490     6491     6492 
## 14.20310 13.55797 13.96123 14.81225 14.11529 13.22515 14.91802 13.69224 
##     6493     6494     6495     6496     6497     6498     6499     6500 
## 14.18781 14.12832 13.46423 14.30352 13.79084 13.45146 14.86472 15.06631 
##     6501     6502     6503     6504     6505     6506     6507     6508 
## 14.78832 13.72930 13.53624 14.05159 14.24032 13.24572 13.79956 13.54792 
##     6509     6510     6511     6512     6513     6514     6515     6516 
## 14.06913 14.09697 13.07649 14.68477 14.95376 13.62814 13.89217 13.73427 
##     6517     6518     6519     6520     6521     6522     6523     6524 
## 13.90883 13.84541 13.53994 13.28894 13.04574 14.54335 13.99544 13.51293 
##     6525     6526     6527     6528     6529     6530     6531     6532 
## 14.43243 14.49362 14.12607 14.68026 14.19675 13.40433 13.15091 13.42539 
##     6533     6534     6535     6536     6537     6538     6539     6540 
## 14.44497 14.91723 15.13322 14.50316 13.30883 13.40809 14.52437 13.48856 
##     6541     6542     6543     6544     6545     6546     6547     6548 
## 14.00470 13.93500 13.34452 14.52056 13.66815 14.09895 14.19223 14.27767 
##     6549     6550     6551     6552     6553     6554     6555     6556 
## 14.22105 13.48787 14.48609 13.66269 13.21426 14.35674 14.48691 14.03366 
##     6557     6558     6559     6560     6561     6562     6563     6564 
## 15.16622 15.21737 14.22765 14.12486 14.76381 14.21375 14.18142 12.98987 
##     6565     6566     6567     6568     6569     6570     6571     6572 
## 12.93194 14.53425 13.02357 13.55506 14.14586 14.95376 13.66391 14.18427 
##     6573     6574     6575     6576     6577     6578     6579     6580 
## 14.31148 13.28731 13.74578 12.99234 13.47049 14.45009 13.13834 14.62266 
##     6581     6582     6583     6584     6585     6586     6587     6588 
## 14.64097 13.26118 14.91148 14.47529 13.56678 13.38815 13.35323 13.42604 
##     6589     6590     6591     6592     6593     6594     6595     6596 
## 14.19934 14.31559 13.27828 13.71110 13.71299 14.19029 13.78027 13.52184 
##     6597     6598     6599     6600     6601     6602     6603     6604 
## 14.91764 13.74190 13.72250 14.46297 13.94143 12.97087 14.29754 14.33582 
##     6605     6606     6607     6608     6609     6610     6611     6612 
## 13.92170 13.81463 13.65663 13.32463 14.60512 14.79661 14.29155 14.39018 
##     6613     6614     6615     6616     6617     6618     6619     6620 
## 14.40404 14.09362 14.48650 13.47048 14.28674 13.49936 13.52879 13.56062 
##     6621     6622     6623     6624     6625     6626     6627     6628 
## 12.97009 14.27867 14.09591 15.13158 14.48609 15.49170 14.97101 12.96324 
##     6629     6630     6631     6632     6633     6634     6635     6636 
## 13.21151 14.30471 14.63375 12.63335 13.79956 13.83433 14.18113 13.05600 
##     6637     6638     6639     6640     6641     6642     6643     6644 
## 14.67630 14.56558 14.13422 14.23604 13.42873 13.67983 14.31251 14.04303 
##     6645     6646     6647     6648     6649     6650     6651     6652 
## 13.96207 13.43318 14.13428 13.39518 14.54270 14.56677 13.97228 14.64097 
##     6653     6654     6655     6656     6657     6658     6659     6660 
## 14.18143 13.31386 14.69685 13.87179 13.09945 13.96467 14.06420 13.60257 
##     6661     6662     6663     6664     6665     6666     6667     6668 
## 14.01086 14.06021 15.04688 12.85433 13.67419 13.03598 14.32953 13.89368 
##     6669     6670     6671     6672     6673     6674     6675     6676 
## 13.75669 14.06926 13.63542 13.70298 14.51133 14.07663 13.45754 13.47452 
##     6677     6678     6679     6680     6681     6682     6683     6684 
## 14.07214 13.93587 13.83721 14.67020 13.33899 13.81622 13.93236 14.02541 
##     6685     6686     6687     6688     6689     6690     6691     6692 
## 14.18815 14.22673 14.23803 13.94260 14.66871 13.63497 13.39372 13.36780 
##     6693     6694     6695     6696     6697     6698     6699     6700 
## 13.61588 14.14425 13.39725 13.96361 13.47048 14.11202 13.71322 13.18566 
##     6701     6702     6703     6704     6705     6706     6707     6708 
## 13.32994 13.67752 14.79006 13.50626 15.04756 14.36322 13.59531 12.81586 
##     6709     6710     6711     6712     6713     6714     6715     6716 
## 13.87776 14.10016 13.64162 14.38432 14.93338 14.71979 13.64067 13.16312 
##     6717     6718     6719     6720     6721     6722     6723     6724 
## 14.26257 13.72109 14.27867 14.08738 13.41368 13.60322 13.68870 13.91407 
##     6725     6726     6727     6728     6729     6730     6731     6732 
## 13.56101 14.33582 13.80935 13.29661 15.03608 14.86969 14.82243 13.62814 
##     6733     6734     6735     6736     6737     6738     6739     6740 
## 13.53752 14.04263 14.44244 13.87130 13.70488 15.00097 14.31903 13.87660 
##     6741     6742     6743     6744     6745     6746     6747     6748 
## 13.47227 14.31716 14.15972 14.16950 14.53339 13.71737 14.45887 14.45394 
##     6749     6750     6751     6752     6753     6754     6755     6756 
## 13.38714 14.60813 13.80807 13.69516 14.68279 14.61639 14.64479 14.26765 
##     6757     6758     6759     6760     6761     6762     6763     6764 
## 14.23019 14.47388 14.11043 14.51827 13.41443 14.36035 14.39662 13.05934 
##     6765     6766     6767     6768     6769     6770     6771     6772 
## 13.99570 14.61925 14.03327 13.35888 12.90818 14.13830 14.38120 13.45688 
##     6773     6774     6775     6776     6777     6778     6779     6780 
## 14.08026 13.38162 14.31349 14.38589 13.08088 14.19450 13.66163 13.69996 
##     6781     6782     6783     6784     6785     6786     6787     6788 
## 13.89507 14.57376 14.91748 13.55007 13.61439 13.51082 14.00867 13.78785 
##     6789     6790     6791     6792     6793     6794     6795     6796 
## 13.87353 13.68307 14.45455 14.26103 14.66526 13.61844 12.82446 13.74225 
##     6797     6798     6799     6800     6801     6802     6803     6804 
## 14.39977 14.34879 13.14807 13.23977 13.96459 13.50046 13.69427 15.01266 
##     6805     6806     6807     6808     6809     6810     6811     6812 
## 14.49362 14.76625 15.01404 13.76567 13.07200 14.17115 13.62874 13.15783 
##     6813     6814     6815     6816     6817     6818     6819     6820 
## 13.44384 13.68269 14.61359 13.81859 14.58584 14.20110 12.87795 14.08314 
##     6821     6822     6823     6824     6825     6826     6827     6828 
## 13.30492 15.02287 12.98987 14.63342 14.95062 14.35976 14.09245 14.11089 
##     6829     6830     6832     6833     6834     6835     6836     6837 
## 13.83378 13.59949 13.49463 13.62916 13.45704 13.68870 13.42049 14.79644 
##     6838     6839     6840     6841     6842     6843     6844     6845 
## 13.57262 14.01777 13.54824 14.02028 13.34827 13.91680 13.69401 14.76896 
##     6846     6847     6848     6849     6850     6851     6852     6853 
## 14.70117 13.04891 13.33911 14.98965 14.75057 14.16040 14.64097 12.89077 
##     6854     6855     6856     6857     6858     6859     6860     6861 
## 14.36766 13.92170 14.38952 13.61749 14.03428 13.59174 14.07868 13.43679 
##     6862     6863     6864     6865     6866     6867     6868     6869 
## 14.35945 13.03991 14.44725 14.30944 14.26701 12.90629 13.36959 14.53129 
##     6870     6871     6872     6873     6874     6875     6876     6877 
## 13.47769 13.73092 13.59153 14.59716 13.57617 12.86505 14.40549 14.44106 
##     6878     6879     6880     6881     6882     6883     6884     6885 
## 14.83597 13.63028 13.42988 14.42107 14.45599 12.90191 13.82989 14.60662 
##     6886     6887     6888     6889     6890     6891     6892     6893 
## 13.14407 14.17428 13.93477 13.05600 13.26853 14.80087 13.49889 14.30429 
##     6894     6895     6896     6897     6898     6899     6900     6901 
## 13.73622 13.05711 13.88880 12.92393 13.68457 13.59153 14.91633 14.15730 
##     6902     6903     6904     6905     6906     6907     6908     6909 
## 14.99183 13.49456 13.38374 14.70429 14.84678 13.75813 14.79062 13.89467 
##     6910     6911     6912     6913     6914     6915     6916     6917 
## 14.70725 13.78251 14.89429 13.10521 13.55370 14.96690 13.91401 14.20890 
##     6918     6919     6920     6921     6922     6923     6924     6925 
## 13.18261 13.24572 13.81102 14.41666 14.25787 14.43021 13.81319 13.25681 
##     6926     6927     6928     6929     6930     6931     6932     6933 
## 14.68761 14.70418 13.06754 14.26039 14.60662 14.02034 13.51096 13.13946 
##     6934     6935     6936     6937     6938     6939     6940     6941 
## 13.94806 13.55417 13.03265 13.78258 13.74753 12.88346 14.04530 14.24510 
##     6942     6943     6944     6945     6946     6947     6948     6949 
## 13.91140 14.28994 14.46431 13.83848 12.93658 14.00282 13.63415 13.43606 
##     6950     6951     6952     6953     6954     6955     6956     6957 
## 14.84116 14.45479 14.53254 13.39982 14.40011 13.77297 14.64123 13.78083 
##     6958     6960     6961     6962     6963     6964     6965     6966 
## 14.28769 14.26821 13.91220 13.02236 14.51432 13.51983 13.64141 13.72021 
##     6967     6968     6969     6970     6971     6972     6973     6974 
## 14.37179 13.72155 12.89634 13.33724 14.27727 14.80528 13.70234 13.77824 
##     6975     6976     6977     6978     6979     6980     6981     6982 
## 14.30835 13.10711 13.51675 13.54344 13.28475 14.34662 13.34132 14.95376 
##     6983     6984     6985     6986     6987     6988     6989     6990 
## 14.46635 14.41687 13.80576 14.53091 14.06531 13.05706 13.02525 13.40397 
##     6991     6992     6993     6994     6995     6996     6997     6998 
## 14.06990 12.80457 13.67649 13.70724 14.65687 12.99049 14.54270 14.28090 
##     6999     7000     7001     7002     7003     7004     7005     7006 
## 15.10644 13.86061 14.31077 13.40863 14.35920 14.55719 13.81900 13.53155 
##     7007     7008     7009     7010     7011     7012     7013     7014 
## 13.87130 14.03685 13.74528 13.76915 13.44058 13.49469 13.91209 15.05817 
##     7015     7016     7017     7018     7019     7020     7021     7022 
## 13.58335 12.96297 13.91254 14.32795 12.94324 13.53273 15.05428 13.71145 
##     7023     7024     7025     7026     7027     7028     7029     7030 
## 14.07034 13.39007 14.28476 13.58301 14.43201 13.33603 13.00806 14.12133 
##     7031     7032     7033     7034     7035     7036     7037     7038 
## 14.22261 14.32896 14.70274 13.96584 14.69725 14.39611 14.23728 14.04949 
##     7039     7040     7041     7042     7043     7044     7045     7046 
## 13.82355 13.80400 14.22781 13.25563 14.77953 13.97885 13.12679 14.69194 
##     7047     7048     7049     7050     7051     7052     7053     7054 
## 13.55285 13.21641 15.23557 14.38399 13.42621 14.54530 13.40172 13.85851 
##     7055     7056     7057     7058     7059     7060     7061     7062 
## 14.56382 15.18081 13.39957 13.75033 13.71552 13.94535 13.44172 13.26493 
##     7063     7064     7065     7066     7067     7068     7069     7070 
## 14.23847 14.55242 13.53139 14.26859 13.78574 14.29772 12.99218 14.28435 
##     7071     7072     7073     7074     7075     7076     7077     7078 
## 13.30533 14.27880 14.62633 14.49399 14.40689 13.80426 13.30895 14.07778 
##     7079     7080     7081     7082     7083     7084     7085     7086 
## 13.93219 13.34760 14.28861 13.46891 13.61547 14.38135 14.45526 14.69271 
##     7087     7088     7089     7091     7092     7093     7094     7095 
## 13.75461 13.46792 13.98889 14.60207 14.43851 12.90224 15.12093 14.17100 
##     7096     7097     7098     7099     7100     7101     7102     7103 
## 14.44807 14.06899 13.63532 13.87316 14.03904 12.93818 13.94596 13.90348 
##     7104     7105     7106     7107     7108     7109     7110     7111 
## 14.27340 13.65874 13.43442 14.06984 13.65593 14.20057 13.51760 14.34180 
##     7112     7113     7114     7115     7116     7117     7118     7119 
## 12.76082 14.28718 12.87716 13.71460 13.07636 13.93197 14.44076 13.50391 
##     7120     7121     7122     7123     7124     7125     7126     7127 
## 14.45927 13.85845 14.57384 14.43310 13.64326 14.24234 14.63295 14.44202 
##     7128     7129     7130     7131     7132     7133     7134     7135 
## 14.77778 14.51959 14.43135 13.87087 13.98096 13.75031 13.99810 13.89560 
##     7136     7137     7138     7139     7140     7141     7142     7143 
## 14.54912 13.33635 13.87180 14.00787 13.04463 13.13648 14.25787 14.36889 
##     7144     7145     7146     7147     7148     7149     7150     7151 
## 13.50060 14.11893 13.56192 14.47708 14.89845 13.71610 14.91461 13.33122 
##     7152     7153     7154     7155     7156     7157     7158     7159 
## 13.34458 13.84126 13.87721 13.90918 13.20305 14.04355 13.48306 13.55764 
##     7160     7161     7162     7163     7164     7165     7166     7167 
## 13.43320 13.06345 13.92606 13.48306 15.09674 13.25657 14.52702 13.54600 
##     7168     7169     7170     7171     7172     7173     7174     7175 
## 14.21786 13.91718 13.01458 14.81013 13.83912 13.71143 14.26799 14.36615 
##     7176     7177     7178     7179     7180     7181     7182     7183 
## 13.73838 13.81525 13.83355 14.54759 13.60246 15.18244 13.58109 14.14816 
##     7184     7185     7186     7187     7188     7189     7190     7191 
## 13.79656 14.52196 14.26308 13.40434 14.09853 13.34901 13.52502 13.54165 
##     7192     7193     7194     7195     7196     7197     7198     7199 
## 13.42366 13.94809 14.73602 14.70333 14.33941 13.57015 12.88056 13.37988 
##     7200     7201     7202     7203     7204     7205     7206     7207 
## 13.38398 13.19845 12.94846 14.28464 13.97075 14.53449 14.32791 14.69725 
##     7208     7209     7210     7211     7212     7213     7214     7215 
## 13.78785 13.43652 14.66526 14.24234 12.87427 14.11092 13.57655 14.38399 
##     7216     7217     7218     7219     7220     7221     7222     7223 
## 13.46713 13.80245 13.68632 14.77275 13.88883 14.73326 13.17161 14.78919 
##     7224     7225     7226     7227     7228     7229     7230     7231 
## 14.23728 13.41856 13.75386 13.07913 15.04918 14.35586 13.73784 13.30337 
##     7232     7233     7234     7235     7236     7237     7238     7239 
## 13.14281 12.96116 14.23555 14.15449 14.40559 14.05535 14.36963 14.16017 
##     7240     7241     7242     7243     7244     7245     7246     7247 
## 14.42026 13.64484 13.39769 14.13294 13.70386 14.41285 13.33708 13.62089 
##     7248     7249     7250     7251     7252     7253     7254     7255 
## 13.91782 13.66255 13.91676 13.30155 12.82192 13.98456 14.50127 13.89115 
##     7256     7257     7258     7259     7260     7261     7262     7263 
## 13.75005 13.42244 12.56526 13.42031 14.65920 13.50360 13.34242 13.93072 
##     7264     7265     7266     7267     7268     7269     7270     7271 
## 13.81141 13.90312 14.81458 13.11399 12.89648 14.98611 13.28494 13.92289 
##     7272     7273     7274     7275     7276     7277     7278     7279 
## 13.30290 13.71808 14.25602 14.22660 14.18765 13.39029 14.49767 13.68187 
##     7280     7281     7282     7283     7284     7285     7286     7287 
## 14.41285 13.69567 14.92328 13.54162 13.82710 14.15388 13.02309 14.28521 
##     7288     7289     7290     7291     7292     7293     7294     7295 
## 14.66526 14.95031 12.99140 14.20903 14.98921 13.44614 13.36498 13.04336 
##     7296     7297     7298     7299     7300     7301     7302     7303 
## 12.99172 13.10876 14.66800 14.31778 14.25666 13.16755 12.98172 12.99821 
##     7304     7305     7306     7307     7308     7309     7310     7311 
## 13.91066 13.15236 14.42572 13.91892 13.87411 13.35286 14.51719 13.27841 
##     7312     7313     7314     7315     7316     7317     7318     7319 
## 14.05005 13.71794 14.49458 14.30817 13.09796 13.95246 13.34243 14.27225 
##     7320     7321     7322     7323     7324     7325     7326     7327 
## 14.92542 13.87721 14.22823 14.04949 12.55487 14.74270 14.41158 13.27765 
##     7328     7329     7330     7331     7332     7333     7334     7335 
## 13.96570 14.51826 13.94164 13.59976 14.57910 13.10856 15.13577 15.17164 
##     7336     7337     7338     7339     7340     7341     7342     7343 
## 13.70305 13.70063 13.44495 14.33386 13.22459 15.12989 14.11902 13.76716 
##     7344     7345     7346     7347     7348     7349     7350     7351 
## 14.19965 14.20378 13.64565 14.22647 13.61178 14.01574 14.98354 13.09795 
##     7352     7353     7354     7355     7356     7357     7358     7359 
## 13.44650 15.18390 13.06238 13.81682 13.58048 13.04474 13.81775 14.53140 
##     7360     7361     7362     7363     7364     7365     7366     7367 
## 13.97202 13.13540 14.14496 13.79547 13.58418 14.48284 14.26077 13.44904 
##     7368     7369     7370     7371     7372     7373     7374     7375 
## 12.88901 13.26521 13.27688 13.92688 14.03534 14.22998 13.57706 13.11518 
##     7376     7377     7378     7379     7380     7381     7382     7383 
## 14.30641 13.45243 14.06280 13.43266 13.08871 13.54410 14.38043 14.73602 
##     7384     7385     7386     7387     7388     7389     7390     7391 
## 14.06441 13.20346 14.98528 13.01422 13.86114 14.71099 13.39920 14.03708 
##     7392     7393     7394     7395     7396     7397     7398     7399 
## 14.98785 13.56022 14.73190 14.80208 14.18548 14.07181 14.12744 12.86919 
##     7400     7401     7402     7403     7404     7405     7406     7407 
## 13.87921 14.70019 14.65962 13.43684 13.38095 13.31349 14.21473 13.74752 
##     7408     7409     7410     7411     7412     7413     7414     7415 
## 13.78318 14.22955 13.47339 14.53449 13.48619 12.99824 13.03275 14.48356 
##     7416     7417     7418     7419     7420     7421     7422     7423 
## 14.89066 13.85071 13.73815 14.34696 14.13519 13.89640 13.67482 13.54024 
##     7424     7425     7426     7427     7428     7429     7430     7431 
## 14.40574 12.84997 13.64436 13.98819 13.47841 14.17341 12.80120 13.64272 
##     7432     7433     7434     7436     7437     7438     7439     7440 
## 14.51877 13.46116 14.72628 13.76459 14.62467 13.40120 13.00336 14.07700 
##     7441     7442     7443     7444     7445     7446     7447     7448 
## 14.27889 13.20593 14.56847 14.18797 13.54625 13.80174 12.97326 14.58479 
##     7449     7450     7451     7452     7453     7454     7455     7456 
## 13.52384 14.22998 14.41128 13.42918 14.09929 13.41477 14.17100 13.82520 
##     7457     7458     7459     7460     7461     7462     7463     7464 
## 14.53154 14.40082 14.74062 14.43310 14.04795 13.27148 15.04619 13.68157 
##     7465     7466     7467     7468     7469     7470     7471     7472 
## 15.29285 14.08216 13.35874 14.03405 15.18163 14.63998 13.78975 14.43562 
##     7473     7474     7475     7476     7477     7478     7479     7480 
## 14.23206 14.55957 13.67080 13.63541 14.13294 13.82069 14.43471 13.56504 
##     7481     7482     7483     7484     7485     7486     7487     7488 
## 14.31729 13.53039 14.01661 13.88817 13.58112 14.30691 15.10897 14.64388 
##     7489     7490     7491     7492     7493     7494     7495     7496 
## 13.71137 13.68797 14.76936 14.63597 13.06597 14.56303 13.80707 13.89354 
##     7497     7498     7499     7500     7501     7502     7503     7504 
## 14.27799 13.51080 13.27549 13.90842 13.72119 15.10964 14.72579 14.55301 
##     7505     7506     7507     7508     7509     7510     7511     7512 
## 14.49698 12.92488 15.12789 14.33612 14.11401 13.59851 14.85722 15.09816 
##     7513     7514     7515     7516     7517     7518     7519     7520 
## 13.92087 12.78843 15.11882 13.54228 12.78750 14.09638 14.12806 14.35122 
##     7521     7522     7523     7524     7525     7526     7527     7528 
## 14.20567 13.09048 14.28595 13.88385 13.57061 13.40288 14.16253 13.26573 
##     7529     7530     7531     7532     7533     7534     7535     7536 
## 14.71219 13.71430 14.35419 14.29105 14.17903 13.48216 13.02105 13.14367 
##     7537     7538     7539     7540     7541     7542     7543     7544 
## 13.90842 14.15172 14.32705 13.40116 13.31591 14.23672 14.72982 13.48670 
##     7545     7546     7547     7548     7549     7550     7551     7552 
## 13.91130 13.21118 13.52705 13.64005 15.02835 14.70570 14.97197 14.41670 
##     7553     7554     7555     7556     7557     7558     7559     7560 
## 14.66229 13.63364 13.82023 13.90293 14.12324 13.34428 13.66217 15.09540 
##     7561     7562     7563     7564     7565     7566     7567     7568 
## 14.66129 13.45045 13.92033 13.54924 14.70019 13.76279 13.74679 14.74062 
##     7569     7570     7571     7572     7573     7574     7575     7576 
## 14.74270 15.10620 13.57810 13.84820 14.16069 13.53865 14.72387 14.03966 
##     7577     7578     7579     7580     7581     7582     7583     7584 
## 13.80848 12.84597 14.58499 13.67880 14.43221 14.62209 14.84163 14.73016 
##     7585     7586     7587     7588     7589     7590     7591     7592 
## 14.09178 13.24946 15.26123 13.83696 13.44494 13.92606 12.97533 14.49637 
##     7593     7594     7595     7596     7597     7598     7599     7600 
## 13.99774 14.27471 13.58216 12.87091 14.20822 14.29800 13.83321 14.64665 
##     7601     7602     7603     7604     7605     7606     7607     7608 
## 14.41637 14.41599 13.91785 13.89422 15.11494 14.22998 13.81390 13.94596 
##     7609     7610     7611     7612     7613     7614     7615     7616 
## 13.48483 13.11226 14.32705 13.73459 13.94617 14.06696 13.06695 13.39065 
##     7617     7618     7619     7620     7621     7622     7623     7624 
## 14.04079 13.42827 14.53984 13.50234 14.69649 13.70198 12.88044 14.48845 
##     7625     7626     7627     7628     7629     7630     7631     7632 
## 13.93141 14.36761 13.73794 13.70145 13.18260 13.90502 13.18703 14.06129 
##     7633     7634     7635     7636     7637     7638     7639     7640 
## 14.07181 12.66169 13.81714 14.65787 14.11271 13.28490 14.21932 13.00383 
##     7641     7642     7643     7644     7645     7646     7647     7648 
## 14.54711 13.45341 14.24325 14.14056 13.79441 14.11252 14.08034 14.85362 
##     7649     7650     7651     7652     7653     7654     7655     7656 
## 13.78187 14.04242 15.03230 13.80578 14.82364 13.30885 13.50765 13.83293 
##     7657     7658     7659     7660     7661     7662     7663     7664 
## 13.71954 14.13796 14.42839 13.86144 13.43765 14.23728 14.39731 14.19764 
##     7665     7666     7667     7668     7669     7670     7671     7672 
## 13.86446 13.73405 13.97075 14.08081 14.50103 15.14770 14.54691 13.54741 
##     7673     7674     7675     7676     7677     7678     7679     7680 
## 13.66391 14.74580 15.12110 12.78106 13.71145 13.81522 13.62262 14.05425 
##     7681     7682     7683     7684     7685     7686     7687     7688 
## 13.91122 14.39606 13.71477 14.25130 14.08478 13.91811 14.79166 14.44232 
##     7689     7690     7691     7692     7693     7694     7695     7696 
## 14.05572 13.51408 14.03432 13.46609 13.48670 12.89372 14.04495 14.82538 
##     7697     7698     7699     7700     7701     7702     7703     7704 
## 13.45137 13.74965 13.80830 13.34984 13.47857 13.58999 14.35093 13.71205 
##     7705     7706     7707     7708     7709     7710     7711     7712 
## 14.11024 13.32333 14.36512 14.23700 14.87400 13.80484 13.09631 14.69253 
##     7713     7714     7715     7716     7717     7718     7719     7720 
## 14.64062 14.43901 14.44111 13.52005 13.92762 12.86689 13.92382 13.11896 
##     7721     7722     7723     7724     7725     7726     7727     7728 
## 13.08324 14.73602 13.77732 13.98563 13.16054 14.53808 13.75384 14.58577 
##     7729     7730     7731     7732     7733     7734     7735     7736 
## 14.33361 13.48870 13.35570 14.26307 13.71721 13.07461 14.12427 14.08186 
##     7737     7738     7739     7740     7741     7742     7743     7744 
## 13.47997 13.53666 13.23422 14.38749 13.37436 12.98789 13.62205 13.14991 
##     7745     7746     7747     7748     7749     7750     7751     7752 
## 13.63627 14.18685 14.18125 13.89527 14.03826 12.91784 14.88481 14.05475 
##     7753     7754     7755     7756     7757     7758     7759     7760 
## 14.70112 14.90930 14.45526 13.46233 14.72880 14.27880 14.54517 13.48193 
##     7761     7762     7763     7764     7765     7766     7767     7768 
## 14.22464 14.05702 12.84561 13.25952 13.79983 14.51586 12.99261 13.49781 
##     7769     7770     7771     7772     7773     7774     7775     7776 
## 13.18911 13.72166 14.28595 13.52783 14.11042 14.39607 13.41330 13.56309 
##     7777     7778     7779     7780     7781     7782     7783     7784 
## 13.54786 13.95480 14.02026 13.92590 14.33208 14.12641 13.64414 13.44631 
##     7785     7786     7787     7788     7789     7790     7791     7792 
## 14.10059 14.02111 13.32451 13.49675 14.65342 13.29425 15.18577 13.08180 
##     7793     7794     7795     7796     7797     7798     7799     7800 
## 13.57658 13.81293 13.82953 14.16650 13.79455 14.04831 13.65788 13.20664 
##     7801     7802     7803     7804     7805     7806     7807     7808 
## 13.44775 14.18171 14.40087 14.57187 13.67012 13.44450 13.01062 13.39191 
##     7809     7810     7811     7812     7813     7814     7815     7816 
## 14.20691 14.88717 13.89761 13.30761 14.62097 15.05609 13.83912 13.78975 
##     7817     7818     7819     7820     7821     7822     7823     7824 
## 13.59181 14.53055 14.76972 13.20163 13.90812 13.92033 15.02028 13.37095 
##     7825     7826     7827     7828     7829     7830     7831     7832 
## 13.69755 13.42890 13.22458 14.05392 13.14070 13.84927 14.69430 14.38452 
##     7833     7834     7835     7836     7837     7838     7839     7840 
## 14.54812 14.06339 14.45280 13.43619 13.34397 13.96111 14.00381 13.40570 
##     7841     7842     7843     7844     7845     7846     7847     7848 
## 14.23641 14.25602 13.45846 13.96363 13.21837 13.43900 13.98098 14.11544 
##     7849     7850     7851     7852     7853     7854     7855     7856 
## 13.71079 13.94762 13.49942 13.72579 13.89422 13.60130 13.89533 14.53384 
##     7857     7858     7859     7860     7861     7862     7863     7864 
## 14.28861 13.51160 13.71498 14.24198 13.64600 14.22000 14.03349 14.53504 
##     7865     7866     7867     7868     7869     7870     7871     7872 
## 14.40048 14.42393 14.87008 14.66800 13.57345 14.05484 13.93795 14.03151 
##     7873     7874     7875     7876     7877     7878     7880     7881 
## 13.03540 14.68482 13.63783 13.70001 13.70994 14.66800 14.32700 13.84968 
##     7882     7883     7884     7885     7886     7887     7888     7889 
## 14.75595 14.08840 13.20422 13.87254 14.45851 13.94596 13.30536 13.81787 
##     7890     7891     7892     7893     7894     7895     7896     7897 
## 14.33665 14.12902 13.38265 13.70956 13.99043 13.85542 14.40748 14.42531 
##     7898     7899     7901     7902     7903     7904     7905     7906 
## 13.32612 14.92328 14.98528 13.58100 13.98723 14.11634 14.37704 13.54951 
##     7907     7908     7909     7910     7911     7912     7913     7914 
## 13.27500 13.80908 14.68624 14.60633 14.16955 14.42675 13.43083 13.83839 
##     7915     7916     7917     7918     7919     7920     7921     7922 
## 14.31572 14.79853 13.39622 12.99862 14.68991 14.10508 13.86883 14.70274 
##     7923     7924     7925     7926     7927     7928     7929     7930 
## 13.74728 14.22304 14.47109 13.98723 13.48041 13.35138 13.83852 13.20798 
##     7931     7932     7933     7934     7935     7936     7937     7938 
## 13.97809 13.54745 12.99437 15.23557 13.34890 13.00145 14.92328 15.32317 
##     7939     7940     7941     7942     7943     7944     7945     7946 
## 13.31313 13.45925 13.49955 14.69725 13.30081 14.43141 14.78519 14.46546 
##     7947     7948     7949     7950     7951     7952     7953     7954 
## 13.23973 13.49971 12.59840 14.16790 14.11441 13.64712 14.29099 13.07159 
##     7955     7956     7957     7958     7959     7960     7961     7962 
## 14.39793 13.35091 13.04841 14.11696 14.57282 13.69809 13.31671 13.83887 
##     7963     7964     7965     7966     7967     7968     7969     7970 
## 12.84145 14.82396 14.16879 14.35745 14.33039 13.21583 14.19729 14.22627 
##     7971     7972     7973     7974     7975     7976     7977     7978 
## 12.87480 14.23758 13.82355 13.82745 13.86883 14.45526 15.17001 14.18532 
##     7979     7980     7981     7982     7983     7984     7985     7986 
## 13.83237 13.39545 13.34428 13.06534 14.97841 13.94638 14.21039 14.14770 
##     7987     7988     7989     7991     7992     7993     7994     7995 
## 14.80372 13.78189 14.06065 13.64005 14.16125 14.98921 13.50149 14.14236 
##     7996     7997     7998     7999     8000     8001     8002     8003 
## 14.27103 14.62034 14.73428 14.58006 14.15827 14.09078 13.99667 13.92320 
##     8004     8005     8006     8007     8008     8010     8011     8012 
## 13.39350 13.21938 14.09936 14.07597 14.14062 13.49497 13.94338 13.23086 
##     8013     8014     8015     8016     8017     8018     8019     8020 
## 14.63779 13.62312 12.95073 13.55795 14.21679 13.67048 14.44232 13.28221 
##     8021     8022     8023     8024     8025     8026     8027     8028 
## 13.62390 13.42411 13.86955 14.22998 14.63548 13.68999 13.87464 14.28189 
##     8029     8030     8031     8032     8033     8034     8035     8036 
## 14.29235 13.25357 14.45891 13.72632 14.80629 13.46713 14.20889 13.91149 
##     8037     8038     8039     8040     8041     8042     8043     8044 
## 13.42687 14.32700 13.43961 13.51228 13.26311 14.33346 12.78999 13.96903 
##     8045     8046     8047     8048     8049     8050     8051     8052 
## 14.10094 13.98199 14.55047 13.98592 14.18607 14.34867 14.31816 13.54410 
##     8053     8054     8055     8056     8057     8058     8059     8060 
## 14.02712 14.39690 13.65823 13.05210 15.19512 14.11676 14.53040 12.76181 
##     8061     8062     8063     8064     8065     8066     8067     8068 
## 13.64589 13.49968 13.43189 13.47984 13.91130 13.38624 14.16711 14.56794 
##     8069     8070     8071     8072     8073     8074     8075     8076 
## 14.58308 14.19874 14.62808 14.81765 14.22505 13.48126 14.24440 13.83695 
##     8077     8078     8079     8080     8081     8082     8083     8084 
## 13.18271 13.48550 13.69836 13.40090 13.78094 14.98838 13.34243 13.38424 
##     8085     8086     8087     8088     8089     8090     8091     8092 
## 14.27535 13.92380 14.29630 15.14380 14.08186 14.74062 14.21426 13.72230 
##     8093     8094     8095     8096     8097     8098     8099     8100 
## 14.30711 13.84756 14.70368 13.25947 14.00279 13.62871 13.78323 14.62467 
##     8101     8102     8103     8104     8105     8106     8107     8108 
## 13.10283 14.35296 13.67299 14.36018 12.82615 13.15401 13.61187 14.07190 
##     8109     8110     8111     8112     8113     8114     8115     8116 
## 13.82159 14.88481 13.78848 13.43066 13.27156 14.09637 13.94156 14.34858 
##     8117     8118     8119     8120     8121     8122     8123     8124 
## 13.44415 14.07221 12.96693 13.69272 14.58053 14.11696 14.27940 13.53133 
##     8125     8126     8127     8128     8129     8130     8131     8132 
## 12.86891 13.43839 14.16243 13.54967 14.57398 14.02257 15.32317 14.38078 
##     8133     8134     8135     8136     8137     8138     8139     8140 
## 14.32795 14.26859 13.38855 14.65720 14.69430 13.89225 14.26799 14.41128 
##     8141     8142     8143     8144     8145     8146     8147     8148 
## 13.54991 14.22095 14.68622 14.07210 13.39366 13.04748 13.60386 14.04789 
##     8149     8150     8151     8152     8153     8154     8155     8156 
## 14.77268 14.50102 12.74924 14.70923 13.47841 13.53979 14.04949 14.31619 
##     8157     8158     8159     8160     8161     8162     8163     8164 
## 13.90413 13.82557 13.78084 13.72646 13.61611 14.20209 13.93392 14.92542 
##     8165     8166     8167     8168     8169     8170     8171     8172 
## 13.14290 13.17809 13.70887 14.69194 14.19965 13.49560 14.54517 13.53818 
##     8173     8174     8175     8176     8177     8178     8179     8180 
## 14.88901 12.74436 14.44123 13.12391 13.75995 14.30065 14.63569 13.73415 
##     8181     8182     8183     8184     8185     8186     8187     8188 
## 13.66881 13.52179 14.23287 13.49282 13.42366 14.28794 14.45144 14.49458 
##     8189     8190     8191     8192     8193     8194     8195     8196 
## 13.70063 14.51385 13.75847 14.26671 13.41588 13.84758 13.98456 14.20048 
##     8197     8198     8199     8200     8201     8202     8203     8204 
## 13.01142 13.82454 13.59885 13.83474 13.29633 13.06197 14.37704 13.77708 
##     8205     8206     8207     8208     8209     8210     8211     8212 
## 14.92154 14.27471 13.75080 14.23672 13.16138 13.78893 13.66516 13.73691 
##     8213     8214     8215     8216     8217     8218     8219     8220 
## 13.55348 13.03306 14.62633 14.74718 14.45741 14.17515 13.89225 13.30265 
##     8221     8222     8223     8224     8225     8226     8227     8228 
## 14.29953 13.47823 13.28335 13.16362 13.51808 14.51182 14.62209 14.04312 
##     8229     8230     8231     8232     8233     8234     8235     8236 
## 12.98269 13.80707 13.32309 14.22207 13.55470 14.37030 14.97197 13.91199 
##     8237     8238     8239     8240     8241     8242     8243     8244 
## 15.00041 14.20652 13.62423 13.97746 13.93968 13.64716 14.24544 13.42253 
##     8245     8246     8247     8248     8249     8250     8251     8252 
## 13.30736 13.29970 13.50234 14.26748 14.34505 13.82719 14.28357 13.58112 
##     8253     8254     8255     8256     8257     8258     8259     8260 
## 13.69410 13.27805 13.49784 13.73928 14.57187 14.56349 13.10317 14.22158 
##     8261     8262     8263     8264     8265     8266     8268     8269 
## 13.60397 14.23069 14.47044 14.21869 14.77275 14.31516 14.20851 13.56164 
##     8270     8271     8272     8273     8274     8275     8276     8277 
## 14.25590 13.54387 13.25150 13.07700 12.65047 12.96955 12.85492 13.66552 
##     8278     8279     8280     8281     8282     8283     8284     8285 
## 13.79114 14.09638 13.11197 14.73544 13.55421 13.44044 13.91676 12.78504 
##     8286     8287     8288     8289     8290     8291     8292     8293 
## 14.22998 13.06043 13.84250 13.70196 14.30817 13.96462 14.26834 13.76887 
##     8294     8295     8296     8297     8298     8299     8300     8301 
## 15.05737 13.91228 13.99674 13.79094 13.93660 13.70887 13.07945 13.17198 
##     8302     8303     8304     8305     8306     8307     8308     8309 
## 13.44094 13.12310 12.90944 14.04012 14.32802 13.28666 14.00295 14.77321 
##     8310     8311     8312     8313     8314     8315     8316     8317 
## 14.10371 14.52234 14.04227 14.88813 13.87707 13.95798 13.56594 13.98761 
##     8318     8319     8320     8321     8322     8323     8324     8325 
## 13.99986 14.81045 13.93625 14.98921 14.04495 12.92648 13.97746 13.72538 
##     8326     8327     8328     8329     8330     8331     8332     8333 
## 13.42636 14.70974 14.26133 14.23122 13.14024 13.41985 13.73815 13.06139 
##     8334     8335     8336     8337     8339     8340     8341     8342 
## 14.20533 13.83430 14.26202 13.69309 14.40958 13.73741 14.16689 13.69853 
##     8343     8344     8345     8346     8347     8348     8349     8350 
## 14.44645 14.43857 13.09604 13.84522 14.48084 13.57168 13.99557 13.36734 
##     8351     8352     8353     8354     8355     8356     8357     8358 
## 13.99085 13.07183 14.70478 12.82892 15.11265 13.91716 13.65106 14.25580 
##     8359     8360     8361     8362     8363     8364     8365     8366 
## 14.70714 14.08679 14.60912 13.79527 14.06123 14.53937 14.89873 15.13551 
##     8367     8368     8369     8370     8371     8372     8373     8374 
## 13.81991 14.32171 14.58566 14.97396 13.98486 14.34009 13.83404 14.02145 
##     8375     8376     8377     8378     8379     8380     8381     8382 
## 14.79643 14.06177 13.49660 14.28335 14.58668 14.06052 14.24065 13.30347 
##     8383     8384     8385     8386     8387     8388     8389     8390 
## 14.49338 14.82994 13.29170 14.44638 15.04081 13.54523 14.58438 14.25089 
##     8391     8392     8393     8394     8395     8396     8397     8398 
## 14.28900 14.24899 14.50649 13.83407 15.51655 14.11457 15.12231 14.01855 
##     8399     8400     8401     8402     8403     8404     8405     8406 
## 14.05303 14.17374 14.18720 13.96005 14.07172 14.81395 13.87143 14.31402 
##     8407     8408     8409     8410     8412     8413     8414     8415 
## 15.34795 13.86455 13.90166 13.73742 13.72427 13.83132 13.50951 13.43970 
##     8416     8417     8418     8419     8420     8421     8422     8423 
## 14.59162 14.07803 12.84532 13.01499 13.66935 13.74585 13.97735 13.76233 
##     8424     8425     8426     8427     8428     8429     8430     8431 
## 13.49067 14.18829 13.90257 12.63862 14.37900 14.09191 14.34018 14.61392 
##     8432     8433     8434     8435     8436     8437     8438     8439 
## 14.13632 14.39925 13.70283 14.63494 14.46480 13.66953 13.34456 13.47380 
##     8440     8441     8442     8443     8444     8445     8446     8447 
## 13.62299 13.99333 14.18065 13.99114 14.48728 14.20031 13.61023 14.44594 
##     8448     8449     8450     8451     8452     8453     8454     8455 
## 14.46092 13.86934 13.30271 14.05774 13.85172 14.65401 12.88525 12.55787 
##     8456     8457     8458     8459     8460     8461     8462     8463 
## 13.35480 13.45525 15.16023 13.44680 14.20164 14.58621 13.47058 13.61894 
##     8464     8465     8466     8467     8468     8469     8470     8471 
## 13.71832 14.21979 13.43999 13.30052 14.20103 14.68491 13.60655 15.03746 
##     8472     8473     8474     8475     8476     8477     8478     8479 
## 14.59291 13.47929 13.49955 13.40546 13.71002 13.83573 14.89679 13.55065 
##     8480     8481     8482     8483     8484     8485     8486     8487 
## 13.14582 13.00072 13.54868 13.74251 15.31608 14.04263 14.50248 14.05448 
##     8488     8489     8490     8491     8492     8493     8494     8495 
## 15.19365 14.09107 15.06147 15.06538 14.15280 13.52163 14.74268 14.80258 
##     8496     8497     8498     8499     8500     8501     8502     8503 
## 13.68813 12.95381 14.30289 13.77498 13.01049 14.27484 13.54317 13.51056 
##     8504     8505     8506     8507     8508     8509     8510     8511 
## 13.70599 14.15346 14.06464 14.22099 14.80932 13.39686 13.07035 15.04907 
##     8512     8513     8514     8515     8516     8517     8518     8519 
## 14.37412 14.34849 13.89554 14.35000 13.63043 12.97806 13.91616 13.42529 
##     8520     8521     8523     8524     8525     8526     8527     8528 
## 13.96317 13.38728 13.69862 13.68766 13.62904 13.08648 13.52334 13.77594 
##     8529     8530     8531     8532     8533     8534     8536     8537 
## 13.91952 13.95166 14.44756 14.16154 13.70883 12.87798 13.96531 13.40256 
##     8538     8539     8540     8541     8542     8543     8544     8545 
## 13.44106 13.47015 12.83024 14.72971 14.36153 15.01195 15.12471 14.67449 
##     8546     8547     8548     8550     8551     8552     8553     8554 
## 13.15824 14.45407 14.41712 13.44449 13.49955 13.17995 13.41471 14.89565 
##     8555     8556     8557     8558     8559     8560     8561     8562 
## 13.78000 14.31482 13.75644 13.38581 14.62781 14.50823 13.55888 14.02858 
##     8563     8564     8565     8566     8567     8568     8569     8570 
## 14.06366 14.30887 14.05847 14.05853 13.42768 14.38989 13.50798 14.34728 
##     8571     8572     8573     8574     8575     8576     8577     8578 
## 13.90695 14.59338 14.30681 12.63141 13.57867 13.90328 13.18041 13.52341 
##     8579     8580     8581     8582     8583     8584     8585     8586 
## 13.00799 13.37748 14.23070 13.71347 14.70304 12.99810 13.34093 13.68940 
##     8587     8588     8589     8590     8591     8592     8593     8594 
## 14.48697 14.52837 13.61169 13.50200 14.77616 13.13823 13.00525 14.74656 
##     8595     8596     8597     8598     8599     8600     8601     8602 
## 14.35382 14.23070 14.50312 14.19809 15.07021 13.34827 13.07125 13.54632 
##     8603     8605     8606     8607     8608     8609     8610     8611 
## 14.38426 13.31916 13.85896 14.70316 13.41197 14.49881 14.83243 14.19424 
##     8612     8613     8614     8615     8616     8617     8618     8619 
## 14.40044 15.42951 13.60623 13.39679 15.24222 14.16316 13.61712 13.37969 
##     8620     8621     8622     8623     8624     8625     8626     8627 
## 13.64610 14.33242 13.65167 14.38927 15.22567 14.91266 13.44350 13.72235 
##     8628     8629     8630     8631     8632     8633     8634     8635 
## 14.63444 14.57757 14.16154 14.74208 13.66604 13.46929 14.33552 13.06387 
##     8636     8637     8638     8639     8640     8641     8642     8643 
## 14.37345 13.89538 14.70254 14.16329 13.57986 14.37412 13.52607 14.33034 
##     8644     8645     8646     8647     8648     8649     8650     8651 
## 13.53545 14.35877 13.40066 13.55512 14.17721 14.12459 13.40769 12.96400 
##     8652     8653     8654     8655     8656     8657     8659     8660 
## 14.95596 13.73724 13.86979 13.31568 14.56908 14.11356 14.52997 13.58570 
##     8661     8662     8663     8664     8665     8666     8667     8668 
## 13.07513 14.02030 14.22304 13.30525 14.89510 14.60473 13.83602 14.25290 
##     8669     8670     8671     8672     8673     8674     8675     8676 
## 14.61491 13.86349 13.41282 13.16314 13.19108 12.83945 14.03732 13.91771 
##     8677     8678     8679     8680     8681     8682     8683     8684 
## 14.06759 14.72503 13.28741 14.15520 14.61317 13.60581 15.11764 15.03213 
##     8685     8686     8687     8688     8689     8690     8691     8692 
## 14.05761 13.51727 14.14909 13.42409 13.38237 13.48518 14.39737 13.45521 
##     8693     8694     8695     8696     8697     8698     8700     8701 
## 13.18721 14.33681 14.69433 14.23641 13.88632 13.84769 14.08559 13.50723 
##     8702     8703     8704     8705     8706     8707     8708     8709 
## 14.24460 14.70686 14.64754 13.64567 13.86719 13.12609 13.91473 14.41793 
##     8710     8711     8712     8713     8714     8715     8716     8717 
## 14.28625 14.42496 13.57434 14.13925 14.09318 13.73271 13.03904 13.08992 
##     8718     8719     8720     8721     8722     8723     8724     8725 
## 15.12779 13.44846 13.48226 13.26533 13.26515 13.84461 13.89762 14.50130 
##     8726     8727     8728     8729     8730     8731     8732     8733 
## 13.98508 14.45070 13.49635 13.81626 13.97738 14.14208 13.53638 14.58142 
##     8734     8735     8736     8737     8738     8739     8740     8741 
## 14.78074 13.88655 13.36567 14.88064 14.61554 13.04228 13.43695 14.65623 
##     8742     8743     8744     8745     8746     8747     8748     8749 
## 14.79860 14.61233 13.37583 13.67711 13.81902 12.99732 13.48001 13.38804 
##     8750     8751     8752     8753     8754     8755     8756     8757 
## 13.15418 13.91786 14.26402 13.84529 13.87066 14.18235 13.81503 14.01871 
##     8758     8759     8760     8761     8762     8763     8764     8765 
## 14.46394 14.29331 14.02559 13.51775 14.58448 13.68700 14.14812 13.65879 
##     8766     8768     8769     8770     8771     8772     8773     8774 
## 14.12177 13.71533 14.01970 13.47015 13.56450 13.45488 13.80497 13.67278 
##     8775     8776     8777     8778     8779     8780     8781     8782 
## 12.95207 14.05188 13.89762 14.93802 13.71040 14.30464 14.15617 14.08369 
##     8783     8784     8785     8786     8787     8788     8789     8790 
## 15.15996 15.13896 13.87029 13.91947 14.14277 14.13955 13.53085 13.63987 
##     8791     8792     8793     8794     8795     8796     8797     8798 
## 14.75351 14.30774 13.37843 13.12069 13.83884 14.16090 13.90643 14.54044 
##     8799     8800     8801     8802     8803     8804     8805     8806 
## 13.68700 13.85876 14.30358 14.58612 14.97861 14.58948 13.29187 13.42422 
##     8807     8808     8809     8810     8811     8812     8813     8814 
## 14.29949 13.92702 13.13371 14.49367 14.61559 14.99537 13.90024 13.16404 
##     8815     8816     8817     8818     8819     8820     8821     8822 
## 13.10423 13.73246 13.36870 13.36081 12.85264 14.24435 13.65970 15.03246 
##     8823     8824     8825     8826     8828     8829     8830     8831 
## 14.69195 15.02467 14.44701 14.22447 14.79612 13.91597 13.55763 13.51418 
##     8832     8833     8834     8835     8836     8837     8838     8839 
## 13.24509 13.40571 14.17278 13.45052 13.95532 13.59888 14.37625 13.84922 
##     8840     8841     8842     8843     8844     8845     8846     8847 
## 14.00493 13.95918 14.24988 14.48988 14.29719 14.31904 12.86793 14.86152 
##     8848     8849     8850     8851     8852     8853     8854     8856 
## 12.81477 13.72765 12.63856 15.31637 13.65457 14.46837 14.76627 13.54435 
##     8857     8858     8859     8860     8861     8862     8863     8864 
## 14.35006 14.30774 13.03921 14.41343 12.89900 13.81918 15.14096 13.77271 
##     8865     8866     8867     8868     8869     8870     8871     8872 
## 13.13992 14.49907 12.90934 14.59291 14.45845 13.41471 13.39149 13.95811 
##     8873     8874     8875     8876     8877     8878     8879     8880 
## 14.21936 13.67324 13.65578 14.69195 13.46110 12.79372 13.01225 14.24606 
##     8882     8883     8884     8885     8886     8887     8888     8889 
## 13.97835 14.90098 12.92949 14.19970 15.02801 14.06591 13.52519 13.03239 
##     8890     8891     8892     8893     8894     8895     8896     8897 
## 13.65935 13.06996 14.46394 13.15691 14.93636 14.63469 14.03197 14.21312 
##     8898     8899     8900     8901     8902     8903     8904     8905 
## 14.23070 15.01604 14.37147 13.50747 13.02768 14.99586 13.84002 14.10964 
##     8906     8907     8908     8909     8910     8911     8912     8913 
## 14.81739 12.71472 14.35377 13.53268 13.60469 13.52143 14.62334 14.27942 
##     8914     8915     8916     8917     8918     8919     8920     8921 
## 13.92406 13.71408 13.62314 13.05842 13.96838 13.73762 13.37357 12.91604 
##     8922     8923     8924     8925     8926     8927     8928     8929 
## 13.68332 13.29585 13.59787 13.23153 12.85586 14.59865 14.17902 14.29083 
##     8930     8931     8932     8933     8934     8935     8936     8937 
## 14.44227 14.79656 13.45936 14.00852 15.21487 12.95042 14.89620 13.27053 
##     8938     8939     8940     8941     8942     8943     8944     8945 
## 14.64092 14.08318 14.35170 14.53111 13.37685 14.40891 13.63534 13.23650 
##     8946     8947     8948     8949     8950     8951     8952     8953 
## 14.05078 14.48719 13.61551 12.99731 12.93589 13.29215 13.38353 13.66934 
##     8954     8955     8956     8957     8958     8959     8960     8961 
## 13.35513 13.43240 13.92656 13.78259 13.97708 14.29033 13.49417 13.13913 
##     8962     8963     8964     8965     8966     8967     8968     8969 
## 13.29874 14.82385 13.86934 13.53029 14.40410 14.20590 14.62257 13.91597 
##     8970     8971     8972     8973     8974     8975     8976     8977 
## 13.87824 14.65750 15.04839 14.21159 14.33525 14.24745 14.42251 13.38956 
##     8978     8979     8980     8981     8982     8983     8984     8985 
## 13.84586 13.98486 13.75888 14.89201 14.63618 14.84142 14.27373 13.93890 
##     8986     8987     8988     8989     8990     8991     8992     8993 
## 13.94971 13.31799 13.55029 13.44776 13.90567 12.83820 14.78889 14.43433 
##     8994     8995     8996     8997     8998     8999     9000     9001 
## 12.92421 14.61900 15.05177 13.72605 14.23818 15.09599 15.31209 14.11046 
##     9002     9003     9004     9005     9006     9007     9008     9009 
## 14.73961 14.24724 14.22043 14.75081 14.20237 13.50589 13.18608 13.80839 
##     9010     9011     9012     9013     9014     9015     9016     9017 
## 14.55971 14.73961 13.44495 14.74474 14.66964 14.16944 14.14753 15.05823 
##     9018     9019     9020     9021     9022     9023     9024     9025 
## 13.22503 14.34914 15.08102 13.56967 14.64411 12.96813 13.46005 14.44706 
##     9026     9027     9028     9029     9030     9031     9032     9033 
## 13.81459 13.48852 13.63122 14.27430 13.48202 12.96722 13.52037 13.37186 
##     9034     9035     9036     9037     9038     9039     9040     9041 
## 14.27994 14.53302 12.85785 14.82290 14.43183 13.22029 13.15407 14.11085 
##     9042     9043     9044     9045     9046     9047     9048     9049 
## 14.43677 13.84052 14.08788 14.03197 14.05188 13.42994 13.44095 13.44858 
##     9050     9051     9052     9053     9054     9055     9056     9057 
## 14.30774 13.71347 13.93975 13.60975 13.41997 14.13464 15.19529 13.86832 
##     9058     9059     9060     9061     9062     9063     9064     9065 
## 14.23216 14.70964 14.31287 13.01875 13.79092 13.85786 13.40404 13.49955 
##     9066     9067     9068     9069     9070     9071     9072     9073 
## 12.88794 14.76929 14.04767 13.01196 14.82742 14.14527 13.98856 14.09517 
##     9074     9075     9076     9077     9078     9079     9080     9081 
## 14.70655 14.00102 13.61864 14.24881 13.36434 13.38606 14.46293 13.96405 
##     9082     9083     9084     9085     9086     9087     9088     9089 
## 13.37012 13.54845 13.41672 13.39137 14.40848 13.02743 14.94557 14.99609 
##     9090     9091     9092     9093     9094     9095     9096     9097 
## 14.26266 13.97434 13.96551 14.25583 15.12243 13.58126 13.49808 14.53868 
##     9098     9099     9100     9101     9102     9103     9104     9105 
## 13.06903 14.08682 14.50766 13.36269 12.82867 13.72925 13.99878 14.26719 
##     9106     9107     9108     9109     9110     9111     9112     9113 
## 13.31906 13.99999 14.41520 13.55059 14.16001 14.55011 14.54425 13.40067 
##     9114     9115     9116     9117     9118     9119     9120     9121 
## 13.67764 14.23070 14.05807 13.56244 14.54125 13.90683 12.57015 14.58438 
##     9122     9123     9124     9125     9126     9127     9128     9129 
## 14.94287 14.00173 14.02973 13.93279 14.33984 12.61329 14.01690 13.63681 
##     9130     9131     9132     9133     9134     9135     9136     9137 
## 13.22503 14.26622 13.99521 13.86129 13.94126 14.65962 12.65945 13.98153 
##     9138     9139     9140     9141     9142     9143     9144     9145 
## 12.87065 14.52817 14.86874 13.36285 14.40891 14.47843 14.93636 13.37815 
##     9146     9147     9148     9149     9150     9152     9153     9154 
## 14.33552 14.61317 13.38170 14.23070 14.49338 12.46879 13.67668 14.10550 
##     9155     9156     9157     9158     9159     9160     9161     9162 
## 14.02145 14.90955 14.31177 13.99257 13.83132 14.08389 13.73453 14.42740 
##     9163     9164     9165     9166     9167     9168     9169     9170 
## 13.32961 14.45380 13.69359 13.77271 14.22339 14.13925 15.11561 13.57098 
##     9171     9172     9173     9174     9175     9176     9177     9178 
## 13.44299 14.14805 13.71043 13.70254 14.01330 14.06768 14.23126 14.30033 
##     9179     9180     9181     9182     9183     9184     9185     9186 
## 14.06088 14.20081 13.67842 13.00079 14.17195 13.47868 14.79656 14.47292 
##     9187     9188     9189     9190     9191     9192     9193     9194 
## 14.36066 13.99094 13.64406 14.59338 14.12340 14.20792 14.24124 14.46253 
##     9195     9196     9197     9198     9199     9200     9201     9202 
## 13.74422 13.65436 14.31300 14.44973 13.49107 14.33533 13.08971 14.53914 
##     9203     9204     9205     9206     9207     9208     9209     9210 
## 13.92656 13.95687 14.89510 13.94046 14.62848 13.51204 13.84715 14.52236 
##     9211     9212     9213     9214     9215     9216     9217     9218 
## 13.37144 13.57399 13.42232 14.77361 14.36780 13.03825 14.38425 15.36346 
##     9219     9220     9221     9222     9223     9224     9225     9226 
## 13.46060 14.01262 14.04628 13.58087 14.11040 13.28741 14.36077 13.06372 
##     9227     9228     9229     9230     9231     9232     9233     9234 
## 14.63331 13.32404 14.46256 13.35353 14.81101 14.74132 13.78000 13.53764 
##     9235     9236     9237     9239     9240     9241     9242     9243 
## 14.21802 14.77990 13.23511 14.53157 13.54199 14.59524 12.81554 13.88689 
##     9244     9245     9246     9247     9248     9249     9250     9251 
## 15.01912 14.37625 13.21977 14.99711 14.71503 14.07424 13.72427 14.34800 
##     9252     9253     9254     9255     9256     9257     9258     9259 
## 14.11547 13.70149 14.55997 12.94474 14.51847 14.45603 13.58898 14.49170 
##     9260     9261     9262     9263     9264     9265     9266     9267 
## 14.12708 14.67346 14.26755 14.68734 13.49591 13.73613 13.12402 13.57145 
##     9268     9269     9270     9271     9272     9273     9274     9275 
## 13.14780 14.07239 14.48553 13.60383 13.50437 14.43382 13.70432 14.79629 
##     9276     9277     9278     9279     9280     9281     9282     9283 
## 12.85867 13.92900 14.06418 14.50838 13.72767 13.71480 14.54404 14.17906 
##     9284     9285     9286     9287     9288     9289     9290     9291 
## 13.38147 15.31103 14.63319 14.35929 14.70182 14.45386 14.19907 13.14273 
##     9292     9293     9294     9295     9296     9297     9298     9299 
## 14.30145 13.06137 13.24869 13.95436 13.46276 13.92581 14.93206 13.27905 
##     9300     9301     9302     9303     9304     9305     9306     9307 
## 13.28407 12.77291 14.60153 13.38602 12.69028 14.28915 13.71596 14.09658 
##     9308     9309     9310     9311     9312     9313     9314     9315 
## 14.11912 14.16201 13.77626 13.12584 14.02468 15.11899 14.93206 14.23017 
##     9316     9317     9318     9319     9320     9321     9322     9323 
## 14.32880 13.48380 14.43968 13.73504 13.87029 13.67283 14.24460 14.34058 
##     9324     9325     9326     9327     9328     9329     9330     9331 
## 13.93340 13.23612 15.11629 12.95738 14.96490 13.76315 14.60392 13.84114 
##     9332     9333     9334     9335     9336     9337     9338     9339 
## 13.96120 14.36413 13.14438 13.80696 13.68516 14.80989 13.43970 13.84585 
##     9340     9341     9342     9343     9344     9345     9346     9347 
## 13.63584 14.23351 13.77899 13.53522 14.32904 13.54813 14.74156 13.64569 
##     9348     9349     9350     9351     9352     9353     9354     9355 
## 14.12398 14.17606 13.44240 14.43823 13.99878 13.40886 13.04053 14.34055 
##     9356     9357     9358     9359     9360     9361     9362     9363 
## 14.70537 13.30213 13.11516 13.89762 14.12340 13.81768 14.31995 13.21133 
##     9364     9365     9366     9367     9368     9369     9370     9371 
## 14.15520 13.28539 13.87660 12.61626 13.97473 13.59564 14.42446 13.25819 
##     9372     9373     9374     9375     9376     9377     9378     9379 
## 13.72226 13.05720 13.53704 13.12733 13.70591 13.79346 14.46518 13.42112 
##     9380     9381     9382     9383     9384     9385     9386     9387 
## 14.70891 15.32982 14.24195 13.54460 13.94441 14.80989 14.60891 14.13246 
##     9388     9389     9390     9391     9392     9393     9394     9395 
## 13.88232 12.84111 14.74284 14.33541 14.10466 12.81125 13.57725 15.15982 
##     9396     9397     9398     9399     9400     9401     9402     9403 
## 13.03833 13.85792 14.63917 13.84921 14.09208 14.51201 13.40832 14.24606 
##     9404     9405     9406     9407     9408     9409     9410     9411 
## 14.20997 14.55650 14.41486 14.89145 14.14208 13.52275 13.67087 12.99908 
##     9412     9413     9414     9415     9416     9417     9418     9419 
## 13.81459 13.46286 13.61460 14.20909 15.31901 13.80677 14.82218 14.13352 
##     9420     9421     9422     9423     9424     9425     9426     9427 
## 14.72764 13.67156 14.29440 13.68729 13.73482 13.91631 14.20740 13.85713 
##     9428     9429     9430     9431     9432     9433     9434     9435 
## 14.59792 14.70478 14.92992 15.02809 14.70478 13.79670 13.37319 13.36078 
##     9436     9437     9438     9439     9440     9441     9442     9443 
## 14.32280 13.32334 13.14263 14.86152 14.44903 13.50146 13.87404 13.28230 
##     9444     9445     9446     9447     9448     9449     9450     9451 
## 14.03122 13.93010 14.72417 14.50515 14.70209 14.82290 14.16386 14.38752 
##     9452     9453     9454     9455     9456     9457     9458     9459 
## 14.55886 14.03122 14.22113 14.17693 14.13642 14.06234 13.86996 13.63353 
##     9460     9461     9462     9463     9464     9465     9466     9467 
## 14.52035 15.15362 13.70937 14.44374 13.28454 14.01563 14.56210 13.81991 
##     9468     9469     9470     9471     9472     9473     9474     9475 
## 13.35353 13.95745 14.85473 14.04089 13.04510 14.18169 13.99337 13.31641 
##     9476     9477     9478     9479     9480     9481     9482     9483 
## 13.74928 13.06031 14.52596 14.11152 14.70596 14.30811 14.07314 14.00852 
##     9484     9485     9486     9487     9488     9489     9490     9491 
## 13.54018 15.15044 14.21001 14.30093 13.13056 14.14460 14.71443 13.59039 
##     9492     9493     9494     9495     9496     9497     9498     9499 
## 15.01738 14.26545 14.02661 14.32978 14.53704 14.16507 13.42632 13.51993 
##     9500     9501     9502     9503     9504     9505     9506     9507 
## 14.28625 14.06335 13.84574 12.98950 13.56329 13.57976 13.50712 14.14484 
##     9508     9509     9510     9511     9512     9513     9514     9515 
## 14.90872 15.11155 14.61483 13.54127 14.72501 13.56105 13.79517 14.91648 
##     9516     9517     9518     9519     9520     9521     9522     9523 
## 14.71054 14.18094 14.38407 14.09319 13.99434 13.23503 14.33625 14.36066 
##     9524     9525     9526     9527     9528     9529     9530     9531 
## 14.34632 13.67515 13.68958 14.72515 14.85258 15.09523 14.45396 13.89945 
##     9532     9533     9534     9535     9536     9537     9538     9539 
## 14.45511 14.80989 14.93899 15.11764 14.29841 15.05366 13.45488 13.83899 
##     9540     9541     9542     9543     9544     9545     9546     9547 
## 13.51705 13.44873 13.99030 12.90578 14.55608 14.45511 14.94233 15.11524 
##     9548     9549     9550     9551     9552     9553     9554     9555 
## 14.89510 14.27739 13.27576 13.02566 14.04993 13.94482 14.11245 15.13590 
##     9556     9557     9558     9559     9560     9561     9562     9563 
## 13.84450 13.91787 13.70635 14.32236 13.51447 15.23259 14.29250 14.39255 
##     9564     9565     9566     9567     9568     9569     9570     9571 
## 13.95864 14.02227 14.78272 13.54025 13.14033 14.10229 12.91111 13.96883 
##     9572     9573     9574     9575     9576     9577     9578     9579 
## 13.96531 14.02973 14.31151 13.88696 14.06088 14.26162 14.05238 13.70991 
##     9580     9581     9582     9583     9584     9585     9586     9587 
## 13.96524 14.55801 14.23818 14.23576 14.71618 13.90706 14.06440 14.21936 
##     9588     9589     9590     9591     9592     9593     9594     9595 
## 13.72795 15.04839 14.71597 13.66962 14.09831 13.79955 14.94713 14.39741 
##     9596     9597     9598     9599     9600     9601     9602     9603 
## 13.61893 14.50069 14.17055 14.35529 14.43676 13.17239 13.40707 14.34849 
##     9604     9605     9606     9607     9608     9609     9610     9611 
## 13.68097 14.48084 13.97336 14.86082 13.54867 13.73353 15.00122 13.47292 
##     9612     9613     9614     9615     9616     9617     9618     9619 
## 14.70478 13.98629 13.55272 13.84754 14.43015 14.21344 13.50185 14.89510 
##     9620     9621     9622     9623     9624     9625     9626     9627 
## 14.57686 13.39686 14.00430 13.52825 13.10334 12.65969 13.57951 13.65468 
##     9628     9629     9630     9631     9632     9633     9634     9635 
## 15.09590 14.66859 13.02857 13.93165 13.76421 13.79570 13.46768 13.82728 
##     9636     9637     9638     9639     9640     9641     9642     9643 
## 14.68685 13.29343 14.30857 12.87258 13.67015 14.26402 13.55207 14.17767 
##     9644     9645     9646     9647     9648     9649     9650     9651 
## 14.06998 13.13208 13.41675 15.01839 13.03295 13.55497 12.91689 13.95755 
##     9652     9653     9654     9655     9656     9657     9658     9659 
## 14.62624 14.12498 13.23524 13.41335 13.91874 13.64547 13.00515 13.23445 
##     9660     9661     9662     9663     9664     9665     9666     9667 
## 13.77489 13.48048 14.27770 13.67488 14.01402 14.69935 14.07209 14.54599 
##     9668     9669     9670     9671     9672     9673     9674     9675 
## 14.89145 13.80249 13.00108 13.23710 14.14286 13.52670 13.44061 13.22615 
##     9676     9677     9678     9679     9680     9681     9682     9683 
## 13.41142 13.62897 12.98695 13.60000 13.98013 13.05404 14.04819 14.30526 
##     9684     9685     9686     9687     9688     9689     9690     9691 
## 14.85856 14.06234 13.09046 13.00425 12.84717 13.69648 13.57319 14.67242 
##     9692     9693     9694     9695     9696     9697     9698     9699 
## 14.04854 14.03372 14.21803 14.71421 13.53522 14.35211 14.57133 14.74417 
##     9700     9701     9702     9703     9704     9705     9706     9707 
## 14.03294 13.52078 14.04993 14.67165 13.59776 13.48791 14.59964 14.57588 
##     9708     9709     9710     9711     9712     9713     9714     9715 
## 14.60484 14.74208 13.99337 14.24387 14.54739 13.80435 14.32277 14.06460 
##     9716     9717     9718     9719     9720     9721     9722     9723 
## 15.24222 13.95448 14.53841 13.01781 13.64189 13.40541 14.02158 13.58604 
##     9724     9725     9726     9727     9728     9729     9730     9731 
## 14.27497 13.75595 13.95050 13.09233 13.53117 13.91407 14.35108 15.03889 
##     9732     9733     9734     9735     9736     9737     9738     9739 
## 14.07624 13.84013 14.36067 13.32197 13.69413 13.12261 13.95880 14.59824 
##     9740     9741     9742     9743     9744     9745     9746     9747 
## 13.79474 14.15454 13.46505 13.89225 13.46612 13.61860 14.15254 15.31209 
##     9748     9749     9750     9751     9752     9753     9754     9755 
## 14.61670 14.26775 14.35051 14.16086 14.61230 15.10444 15.12001 13.17482 
##     9756     9757     9758     9759     9760     9761     9762     9763 
## 13.61499 13.53378 15.11629 13.23025 15.01156 14.53194 14.07015 13.57658 
##     9764     9765     9766     9767     9768     9769     9770     9772 
## 14.15396 14.20590 13.71548 13.53707 13.30510 14.33335 14.23818 13.74585 
##     9773     9774     9775     9776     9777     9778     9779     9780 
## 14.07420 14.47228 13.57529 14.52422 13.56835 14.02286 14.52906 14.33623 
##     9781     9782     9783     9784     9785     9786     9787     9788 
## 14.68632 13.93661 14.66722 14.99597 13.42547 14.51689 14.61978 14.33378 
##     9789     9790     9791     9792     9793     9794     9795     9796 
## 14.44779 13.72268 13.36816 14.32687 14.17226 13.91217 13.45012 14.52596 
##     9797     9798     9799     9800     9801     9802     9803     9804 
## 13.61156 13.46511 14.42569 14.93206 14.37157 14.59164 14.46755 13.79915 
##     9805     9806     9807     9808     9809     9810     9811     9812 
## 13.60479 14.42967 15.01923 14.64882 13.51977 14.01626 15.00626 13.59585 
##     9813     9814     9815     9816     9817     9818     9819     9820 
## 14.17025 14.05293 13.34716 14.31509 14.50858 13.09631 13.45290 13.09641 
##     9821     9822     9823     9824     9825     9826     9827     9828 
## 13.98629 14.25032 14.63276 13.92101 14.01500 13.44613 13.76803 14.08682 
##     9829     9830     9831     9832     9833     9834     9835     9836 
## 14.71303 13.92883 13.48608 15.13764 14.03994 13.96014 14.21936 13.68323 
##     9837     9838     9839     9840     9841     9842     9843     9844 
## 13.71670 13.57284 12.88591 12.86177 14.63975 13.68188 15.12346 13.60932 
##     9845     9846     9847     9848     9849     9850     9851     9852 
## 13.08966 14.02534 13.40178 14.02973 13.79657 13.79630 14.22299 14.49534 
##     9853     9854     9855     9856     9857     9858     9859     9860 
## 14.00610 13.44112 14.35243 14.01258 14.05293 14.57686 14.13431 14.57262 
##     9861     9862     9863     9864     9865     9866     9867     9868 
## 14.27243 13.16674 14.17157 14.33769 13.62990 14.21997 14.24108 14.36336 
##     9869     9870     9871     9872     9873     9874     9875     9876 
## 13.44299 15.11561 14.51905 13.78658 12.95387 14.58668 13.62314 13.45784 
##     9877     9878     9879     9880     9881     9882     9883     9884 
## 14.44765 13.24908 13.60289 14.69937 13.78141 14.26333 14.61694 13.64520 
##     9885     9886     9887     9888     9889     9890     9891     9892 
## 13.99654 13.20155 13.23767 13.77271 14.14440 14.23124 13.04646 13.57761 
##     9893     9894     9895     9896     9897     9898     9899     9900 
## 14.18201 13.57751 14.61758 14.71009 13.56993 14.89565 14.43084 14.16117 
##     9901     9902     9903     9904     9905     9906     9907     9908 
## 14.74208 14.58619 14.06509 12.98053 12.63005 14.43677 14.34687 13.73956 
##     9909     9910     9911     9912     9913     9914     9915     9916 
## 14.56271 14.29517 14.63536 13.91847 13.41005 14.00852 13.61955 14.65670 
##     9917     9918     9919     9920     9921     9922     9923     9924 
## 13.48567 14.99609 13.51273 13.72017 13.89949 14.21055 14.54505 12.68865 
##     9925     9926     9927     9928     9929     9930     9931     9932 
## 13.74779 13.96139 14.29507 13.72831 13.79604 13.11381 14.85278 14.18773 
##     9933     9934     9935     9936     9937     9938     9939     9940 
## 14.64649 14.01759 15.03352 13.74012 14.31916 13.74089 13.70537 13.46360 
##     9941     9942     9943     9944     9945     9946     9947     9948 
## 13.55272 14.26232 14.15520 14.16334 15.12001 13.63713 14.33708 14.19907 
##     9949     9950     9951     9952     9953     9954     9955     9956 
## 13.50497 13.87772 13.49050 13.14507 13.74474 14.19199 13.94060 14.06819 
##     9957     9958     9959     9960     9961     9962     9963     9964 
## 14.23017 14.25188 13.95497 14.39536 15.19488 13.58814 14.62458 14.05963 
##     9965     9966     9967     9968     9969     9970     9971     9972 
## 13.68732 13.70896 13.57354 13.56128 14.56163 14.30835 15.16055 14.60556 
##     9973     9974     9975     9976     9977     9978     9979     9980 
## 13.50602 13.24740 13.32558 14.13925 14.38328 13.67240 13.49384 14.24899 
##     9981     9982     9983     9984     9985     9986     9987     9988 
## 14.64141 13.77826 14.47313 14.58385 14.66700 14.82298 13.83842 13.54920 
##     9989     9990     9991     9992     9993     9994     9995     9996 
## 13.81000 14.23042 12.90887 13.65333 13.84985 13.77771 14.08095 14.27866 
##     9997     9998     9999    10000    10001    10002    10003    10004 
## 13.45231 13.58614 15.16055 14.95823 13.57480 13.35591 14.66964 14.04667 
##    10005    10006    10007    10008    10009    10010    10011    10012 
## 13.78754 13.87429 14.79860 13.94091 14.20161 14.56210 13.61681 14.85473 
##    10013    10014    10015    10016    10017    10018    10019    10020 
## 14.55268 14.72736 14.05028 14.18963 14.78723 14.10556 15.32511 14.20081 
##    10021    10022    10023    10024    10025    10026    10027    10028 
## 14.67121 13.27602 14.71668 14.49777 14.38989 13.64717 14.31289 14.06088 
##    10029    10030    10031    10032    10033    10034    10035    10036 
## 14.03401 14.61428 13.65720 14.27484 14.87542 14.26755 14.24325 13.84313 
##    10037    10038    10039    10040    10041    10042    10043    10044 
## 13.65546 14.40891 13.50951 14.09231 13.90811 14.73394 13.99210 13.71190 
##    10045    10046    10047    10048    10049    10050    10051    10052 
## 12.87040 13.64684 14.01231 13.75275 14.02110 13.38181 13.56535 14.18037 
##    10053    10054    10055    10056    10057    10058    10059    10060 
## 14.06234 14.48328 13.26428 13.90194 14.63694 12.88507 13.96987 13.72869 
##    10061    10062    10063    10064    10065    10066    10067    10068 
## 12.99085 14.82290 13.12709 13.92341 14.25819 13.14941 14.55888 13.53378 
##    10069    10070    10071    10072    10073    10074    10075    10076 
## 13.77929 13.39906 13.60612 14.77565 14.27209 14.49187 14.78819 14.68887 
##    10077    10078    10079    10080    10081    10082    10083    10084 
## 14.91691 13.05847 13.40878 12.94023 14.49187 13.42940 14.38618 13.90086 
##    10085    10086    10087    10088    10089    10090    10091    10092 
## 13.46079 13.97955 13.52481 15.19365 13.39752 14.69604 13.78393 12.98077 
##    10093    10094    10095    10096    10097    10098    10099    10100 
## 13.88458 14.06170 13.46929 13.28500 13.61465 14.01337 13.29680 13.00150 
##    10101    10102    10103    10104    10105    10106    10107    10108 
## 13.31856 13.80086 14.27496 14.34279 13.03137 13.56949 13.07989 14.47619 
##    10109    10110    10111    10112    10113    10114    10115    10116 
## 14.45238 13.92725 13.31632 13.67453 13.01130 13.91494 13.75431 14.42338 
##    10117    10118    10119    10120    10121    10122    10123    10124 
## 14.15884 15.02983 13.91724 13.90347 13.43350 12.84200 14.29768 14.37793 
##    10125    10126    10127    10128    10129    10130    10131    10132 
## 14.33687 13.43804 12.82224 13.20856 13.04205 14.43118 15.01181 14.70191 
##    10133    10134    10135    10136    10137    10138    10139    10140 
## 14.27887 13.44503 13.81863 13.24657 13.43485 14.83591 13.72019 14.04783 
##    10141    10142    10143    10144    10145    10146    10147    10148 
## 13.03511 14.31574 14.98815 13.65490 14.25349 13.44465 14.70132 14.17577 
##    10149    10150    10151    10152    10153    10154    10155    10156 
## 12.87872 14.51285 13.01435 14.11348 13.81760 13.84484 13.61091 14.22558 
##    10157    10158    10159    10160    10161    10162    10163    10164 
## 13.71249 13.51371 14.84537 14.74941 14.05106 14.55194 14.04449 14.18724 
##    10165    10166    10167    10168    10169    10170    10171    10172 
## 13.90846 13.73442 14.43025 14.15091 14.46062 14.28684 13.00239 13.52891 
##    10173    10174    10175    10176    10177    10178    10179    10180 
## 14.39510 13.86649 13.07250 13.39907 13.67476 13.63092 13.65649 13.61136 
##    10181    10182    10183    10184    10185    10186    10187    10188 
## 14.08234 14.15023 13.62127 13.80466 13.91974 14.70719 13.21815 14.21759 
##    10189    10190    10191    10192    10193    10194    10195    10196 
## 14.70424 14.70191 14.99582 14.04620 14.79030 13.55676 13.12178 14.20968 
##    10197    10198    10199    10200    10201    10202    10203    10204 
## 13.06411 14.72446 14.47764 13.72359 13.85052 13.97274 14.61439 13.69918 
##    10205    10206    10207    10208    10209    10210    10211    10212 
## 13.92322 14.09527 14.07448 13.27266 13.38371 13.38330 14.59489 12.63987 
##    10213    10214    10215    10216    10217    10218    10219    10220 
## 15.35438 13.15482 14.04582 14.22245 13.84034 13.91416 13.92561 13.41225 
##    10221    10222    10223    10225    10226    10227    10228    10229 
## 13.46969 13.04048 13.42912 14.71190 13.66899 14.71976 12.95726 13.24126 
##    10230    10231    10232    10233    10234    10235    10236    10237 
## 13.69087 13.42936 14.24781 13.40754 13.98528 12.89126 14.36747 13.67763 
##    10238    10239    10240    10241    10242    10243    10244    10245 
## 14.45877 14.78492 12.58035 14.07393 14.11147 14.92617 13.39973 13.01211 
##    10246    10247    10248    10249    10250    10251    10252    10253 
## 14.45234 13.65380 14.23276 13.89963 13.31369 14.54274 13.89854 14.51345 
##    10254    10255    10256    10257    10258    10259    10260    10261 
## 13.62845 13.33842 14.66991 12.82963 14.37687 14.30684 13.44504 14.32108 
##    10262    10263    10264    10265    10266    10267    10268    10269 
## 14.44363 13.45437 13.78628 13.14147 14.97381 13.06192 15.17787 15.16573 
##    10270    10271    10272    10273    10274    10275    10276    10277 
## 14.52710 14.39618 13.06578 14.71746 14.43225 13.37673 14.38166 13.04516 
##    10278    10279    10280    10281    10282    10283    10284    10285 
## 13.79277 14.63160 13.44674 13.79384 15.14743 14.49655 14.81887 13.91721 
##    10286    10287    10288    10289    10290    10291    10292    10293 
## 13.79243 13.43774 14.14499 13.60188 13.67533 14.31660 15.13837 13.97889 
##    10294    10295    10296    10297    10298    10299    10300    10301 
## 13.42432 15.15824 13.51724 14.74947 14.14728 13.74807 13.46282 14.70424 
##    10302    10303    10304    10305    10306    10307    10308    10309 
## 14.52706 13.63161 14.42357 14.12407 13.72636 14.14206 13.98863 14.55744 
##    10310    10311    10312    10313    10314    10315    10316    10317 
## 13.57306 13.88291 14.22718 13.47256 13.91797 14.31764 13.92348 14.21311 
##    10318    10319    10320    10321    10322    10323    10324    10325 
## 12.77490 13.73626 13.01373 14.13274 14.78549 14.71387 14.39647 15.03189 
##    10326    10327    10328    10329    10330    10331    10332    10333 
## 13.79720 14.71425 14.06432 13.38918 14.50137 14.11327 14.79145 12.88279 
##    10334    10335    10336    10337    10338    10339    10340    10341 
## 13.53971 13.77887 14.28337 13.85922 14.32108 12.86648 14.09286 14.48162 
##    10342    10343    10344    10345    10346    10347    10348    10349 
## 13.83689 14.05759 14.40586 13.47370 14.43362 13.94280 14.67976 13.71130 
##    10350    10351    10352    10353    10354    10355    10356    10357 
## 13.73685 14.70722 14.05947 13.70205 13.51583 13.58158 14.60029 14.15329 
##    10358    10359    10360    10361    10362    10363    10364    10365 
## 13.56319 14.79629 13.67618 13.91800 13.70368 13.84331 13.99363 14.43438 
##    10366    10367    10368    10369    10371    10372    10373    10374 
## 14.50691 14.68288 14.02708 14.00324 13.45435 13.71535 13.14925 13.60712 
##    10375    10376    10377    10378    10379    10380    10381    10382 
## 14.21432 14.22284 14.35381 13.98837 13.46408 13.75064 13.77491 13.40061 
##    10383    10384    10385    10386    10387    10388    10389    10390 
## 13.13864 13.66939 13.70716 14.55037 14.56669 13.91082 13.88218 14.99633 
##    10391    10392    10393    10394    10395    10396    10397    10398 
## 13.46497 14.01572 13.97734 14.11625 14.03877 14.15695 14.59234 13.58409 
##    10399    10400    10401    10402    10403    10404    10405    10406 
## 12.87929 14.09735 14.41037 14.72284 14.80870 13.43739 14.58717 14.03001 
##    10407    10408    10409    10410    10411    10412    10413    10414 
## 13.68887 13.73405 14.84704 13.54920 14.45697 13.65747 14.01195 14.05560 
##    10415    10416    10417    10418    10419    10420    10421    10422 
## 12.92748 13.42626 13.61638 14.70483 14.15223 14.41972 13.70704 13.28246 
##    10423    10424    10425    10426    10427    10428    10429    10430 
## 14.67310 14.70306 14.21768 14.65486 13.72196 14.28994 13.52335 13.22719 
##    10431    10432    10433    10434    10435    10436    10437    10438 
## 14.08308 14.71250 13.64557 14.08851 14.07845 14.16678 13.00184 14.40247 
##    10439    10440    10441    10442    10443    10444    10445    10446 
## 14.82511 14.94508 14.80907 14.12373 13.53218 13.36585 13.74510 13.45435 
##    10447    10448    10449    10450    10451    10452    10453    10454 
## 14.56677 14.69325 14.61260 13.64410 13.40843 13.73616 13.97848 14.61982 
##    10455    10456    10457    10458    10459    10460    10462    10463 
## 14.12077 14.83727 14.13520 13.58200 14.12373 13.87508 13.91870 13.52373 
##    10464    10465    10466    10467    10468    10469    10470    10471 
## 13.81469 14.21705 13.49631 12.59596 12.91815 13.93935 13.18425 13.88694 
##    10472    10473    10474    10475    10476    10477    10478    10479 
## 13.03397 14.82952 13.71236 13.14139 14.09239 13.59689 13.34308 12.90981 
##    10480    10481    10482    10483    10484    10485    10486    10487 
## 13.07398 14.38716 13.56338 13.39373 14.09735 13.56220 13.25729 12.83466 
##    10488    10489    10490    10491    10492    10493    10494    10495 
## 14.01403 12.86792 14.65405 14.01337 14.25202 13.80678 13.74590 14.41079 
##    10496    10497    10498    10499    10500    10501    10502    10503 
## 14.05905 13.92322 14.48898 14.42387 14.30854 12.85267 13.81311 14.17004 
##    10504    10505    10506    10507    10508    10509    10510    10511 
## 13.37958 14.14000 12.67481 14.44846 13.65554 12.98038 13.67186 14.68503 
##    10512    10513    10514    10515    10516    10517    10518    10519 
## 13.49889 13.80495 14.82194 14.17306 13.12412 13.31522 14.27444 13.49900 
##    10520    10521    10522    10523    10524    10525    10526    10527 
## 14.01680 13.47973 12.66511 14.88268 14.30121 13.66877 13.03137 13.72536 
##    10528    10529    10530    10531    10532    10533    10534    10535 
## 13.64349 13.93830 13.69834 15.43404 13.44249 13.24269 13.74059 13.51576 
##    10536    10537    10538    10539    10540    10541    10542    10543 
## 15.17384 15.46522 13.89694 14.30656 14.99429 12.98344 13.44356 14.98911 
##    10544    10545    10546    10547    10548    10549    10550    10551 
## 14.60668 14.73349 13.62628 12.91344 13.70859 13.46178 13.47219 13.48034 
##    10552    10553    10554    10555    10556    10557    10558    10559 
## 14.16134 14.88783 14.01696 14.05257 13.91416 13.81400 13.45218 14.08308 
##    10560    10561    10562    10563    10564    10565    10566    10567 
## 13.80204 13.31304 13.12760 15.02873 13.72198 14.23752 15.36471 13.41853 
##    10568    10569    10570    10571    10572    10573    10574    10575 
## 13.32400 14.37566 14.09781 13.66515 14.30295 12.87819 13.84245 13.28998 
##    10576    10578    10579    10580    10581    10582    10583    10584 
## 13.23293 13.66373 13.55975 13.46442 13.74937 13.01326 14.40721 14.51896 
##    10585    10586    10587    10588    10589    10590    10591    10592 
## 14.74776 13.52486 14.28684 13.47825 13.74523 12.54822 13.24266 13.82089 
##    10593    10594    10595    10596    10597    10598    10599    10601 
## 14.71591 15.15577 13.71398 14.05916 13.06471 14.01466 13.31266 13.39626 
##    10602    10603    10604    10605    10606    10607    10608    10609 
## 14.15204 14.39510 14.29277 12.74869 14.68363 14.15848 13.15003 13.73016 
##    10610    10612    10613    10614    10615    10616    10617    10618 
## 14.96126 14.82154 13.53603 13.36408 13.80396 13.66931 12.86721 13.35446 
##    10619    10620    10621    10622    10623    10624    10625    10626 
## 14.45184 13.89496 13.00874 13.26127 14.97339 14.33660 13.41442 13.84133 
##    10627    10628    10629    10630    10631    10632    10633    10634 
## 13.55257 14.25448 14.63521 13.32386 13.58827 13.97974 13.47393 12.86658 
##    10635    10636    10637    10638    10639    10640    10641    10642 
## 14.31529 14.60812 13.70809 14.32272 13.68410 13.05188 13.67127 13.89507 
##    10643    10644    10645    10646    10647    10648    10649    10650 
## 14.18472 12.89530 13.90517 14.30358 14.93187 14.57357 13.44182 13.72788 
##    10651    10652    10653    10654    10655    10656    10657    10658 
## 14.44588 13.38822 13.51371 14.44363 13.32296 13.46894 13.53937 13.09862 
##    10659    10660    10661    10662    10663    10664    10665    10666 
## 14.42164 13.85637 14.31562 13.76903 15.55277 13.88374 14.51799 14.28206 
##    10667    10668    10669    10670    10671    10672    10673    10674 
## 14.56736 13.39583 13.55525 14.20915 14.02955 14.23877 15.15624 13.03252 
##    10675    10676    10677    10678    10679    10680    10681    10683 
## 13.88167 14.72505 14.55399 13.30256 13.05107 14.99582 13.45161 13.67817 
##    10684    10685    10686    10687    10688    10689    10690    10691 
## 15.02108 14.36405 13.11579 13.65739 14.79221 14.41709 13.11994 14.56828 
##    10692    10693    10694    10695    10696    10697    10698    10699 
## 14.64178 13.42066 14.25163 14.61071 13.44687 13.14062 13.95977 14.00856 
##    10700    10701    10702    10703    10704    10705    10706    10707 
## 14.15023 14.13269 14.73575 14.60812 14.43438 14.19818 12.99576 13.67935 
##    10709    10710    10711    10712    10713    10714    10715    10716 
## 13.67225 13.69662 14.55134 14.34456 14.49879 14.55134 13.33410 14.39963 
##    10717    10718    10719    10720    10721    10722    10723    10724 
## 13.18690 13.97105 14.05048 13.60712 13.02971 14.24781 13.65618 14.09911 
##    10725    10726    10727    10728    10729    10730    10731    10732 
## 13.86692 14.27887 14.41399 14.07503 15.01793 13.96622 13.51106 13.28906 
##    10733    10734    10735    10736    10737    10738    10739    10740 
## 13.84306 14.04517 13.04827 13.41386 13.62185 14.06528 13.04513 14.48156 
##    10741    10742    10743    10744    10745    10746    10747    10748 
## 13.44941 14.51490 13.14062 14.39861 13.56338 14.59234 15.02873 13.92169 
##    10749    10750    10751    10752    10753    10754    10755    10756 
## 13.02445 14.24514 14.28852 14.72270 13.74939 13.34445 14.28933 14.33117 
##    10757    10758    10759    10760    10761    10762    10763    10764 
## 13.01422 13.66124 13.50669 13.12825 13.75081 14.22786 13.90453 14.73541 
##    10765    10766    10767    10768    10769    10770    10771    10772 
## 13.64714 14.35234 15.02873 14.69024 14.87806 14.02571 14.67747 14.72133 
##    10773    10774    10775    10776    10777    10778    10779    10780 
## 12.93967 14.97565 14.23681 14.37556 13.51960 14.93077 13.52932 14.65176 
##    10781    10782    10783    10784    10785    10786    10787    10788 
## 14.59056 14.56767 13.14062 13.42109 15.16776 13.71572 14.94578 14.06639 
##    10789    10790    10791    10792    10793    10794    10795    10796 
## 13.04053 13.44087 13.93435 15.37994 14.55872 13.14458 15.02873 14.03389 
##    10797    10798    10799    10800    10801    10802    10803    10804 
## 13.45125 15.17518 14.19336 13.46442 13.62267 14.66991 13.14502 13.73116 
##    10805    10806    10807    10808    10809    10810    10811    10812 
## 12.91048 13.73779 15.02873 13.42220 15.17661 15.38417 14.79296 14.76861 
##    10813    10814    10815    10816    10817    10818    10819    10820 
## 14.70455 14.27646 13.91382 14.03052 13.24187 13.88338 13.77888 14.67827 
##    10821    10822    10823    10824    10825    10826    10827    10828 
## 14.50064 15.02873 14.16818 12.99384 14.64467 15.18336 13.66548 14.45126 
##    10829    10830    10831    10832    10833    10834    10835    10836 
## 13.58896 13.86888 12.81151 13.38648 14.58222 13.80147 14.59209 14.56859 
##    10837    10838    10839    10840    10841    10842    10843    10844 
## 13.79974 13.44159 15.12254 13.49050 13.88031 14.09600 13.69682 15.02873 
##    10845    10846    10847    10848    10849    10850    10851    10852 
## 14.28187 14.35234 12.83144 14.01508 14.36853 13.46953 14.03545 13.49921 
##    10853    10854    10855    10856    10857    10858    10859    10860 
## 14.22928 14.80914 13.38594 14.35686 14.01004 13.97353 13.07950 13.44240 
##    10861    10862    10863    10864    10865    10866    10867    10868 
## 13.14062 13.39448 13.15757 15.04164 12.61249 14.22839 14.39014 14.40372 
##    10869    10870    10871    10872    10873    10874    10875    10876 
## 13.33695 15.15267 13.28045 12.83374 13.36279 13.37495 14.67011 12.70605 
##    10877    10878    10879    10880    10881    10882    10883    10884 
## 13.79474 13.71946 13.55509 13.54349 13.91087 13.31040 13.94073 14.23114 
##    10886    10887    10888    10889    10890    10891    10892    10893 
## 15.16641 13.85952 14.37078 13.56846 14.36853 13.94672 13.44821 13.96339 
##    10894    10895    10896    10897    10898    10899    10900    10901 
## 13.91302 14.29262 13.79252 14.78375 14.43225 14.48973 13.32865 13.16829 
##    10902    10903    10904    10905    10906    10907    10908    10909 
## 15.08902 14.23792 14.27646 14.98004 14.28539 14.62145 15.28940 13.93659 
##    10910    10911    10912    10913    10914    10915    10916    10917 
## 14.73163 14.13355 13.85723 13.13975 14.11961 14.71613 14.34617 13.31446 
##    10918    10919    10920    10921    10922    10923    10924    10925 
## 13.55267 13.45596 14.46705 14.28080 14.35282 14.75324 12.94235 13.24152 
##    10926    10927    10928    10929    10930    10931    10932    10933 
## 13.37632 14.80979 14.08175 14.31284 13.81586 13.57281 13.21795 14.33508 
##    10934    10935    10936    10937    10938    10939    10940    10941 
## 13.28045 13.91202 14.31628 13.81305 14.06361 12.77966 14.18240 14.41251 
##    10942    10943    10944    10945    10946    10947    10948    10949 
## 14.35159 14.38975 13.74364 12.93173 13.43986 14.60748 13.37917 13.75311 
##    10950    10951    10952    10953    10954    10955    10956    10957 
## 14.49784 13.72536 14.62767 13.66423 14.64593 14.19181 14.54823 13.53969 
##    10958    10959    10960    10961    10962    10963    10964    10965 
## 13.22290 15.00647 14.59630 13.66781 13.31542 12.48861 13.92224 14.01572 
##    10966    10967    10968    10969    10970    10971    10972    10973 
## 15.01815 13.52679 13.55219 14.11437 14.50619 12.95108 13.87141 14.08557 
##    10974    10975    10976    10977    10978    10979    10980    10981 
## 13.67447 14.06528 13.29069 14.80477 13.23293 13.71997 14.79381 13.00679 
##    10982    10983    10984    10985    10986    10987    10988    10989 
## 14.19248 14.01811 14.27167 13.97531 14.36853 13.38648 12.94680 13.88898 
##    10990    10991    10992    10993    10994    10995    10996    10997 
## 13.80652 13.93829 13.54387 13.07385 12.86790 13.06158 14.65760 13.17107 
##    10998    10999    11000    11001    11002    11003    11004    11005 
## 13.75476 13.69388 13.25976 13.04616 13.96263 13.44517 13.85874 13.92949 
##    11006    11007    11008    11009    11010    11011    11012    11014 
## 12.83421 14.27714 13.67611 14.45285 13.30547 13.10519 14.50067 13.29714 
##    11015    11016    11017    11018    11019    11020    11021    11022 
## 12.89238 15.01815 13.81895 14.14735 13.41689 13.82500 13.48432 13.14445 
##    11023    11024    11025    11026    11027    11028    11029    11030 
## 14.91460 12.65020 13.15660 14.66840 14.36853 13.89421 15.13509 13.99338 
##    11031    11032    11033    11034    11035    11036    11037    11038 
## 12.63406 13.52360 13.50608 14.45343 14.41800 14.55399 15.00744 14.42739 
##    11039    11040    11041    11042    11043    11044    11045    11046 
## 13.89942 13.07921 14.14316 13.45764 14.26720 13.50017 14.80145 13.92356 
##    11047    11048    11049    11050    11051    11052    11053    11054 
## 13.26536 13.45400 15.01078 13.37974 14.99823 13.35039 12.86111 13.54301 
##    11055    11056    11057    11058    11059    11060    11061    11062 
## 14.75871 13.98633 14.17910 13.43742 14.55429 14.34649 13.68388 14.54571 
##    11063    11064    11065    11066    11067    11068    11069    11070 
## 14.68021 14.47575 14.04054 13.40023 14.77450 13.48988 12.99535 13.69294 
##    11071    11072    11073    11074    11075    11076    11077    11078 
## 13.91789 14.67830 14.02888 13.69180 13.41725 13.48493 13.88328 13.14178 
##    11079    11080    11081    11082    11083    11084    11085    11086 
## 14.19337 14.21749 13.60239 15.31313 13.08642 13.46159 13.54711 13.39371 
##    11087    11088    11089    11090    11091    11092    11093    11094 
## 14.96464 13.97596 14.04292 14.98465 13.14916 13.47235 13.10299 14.31656 
##    11095    11096    11097    11098    11099    11100    11101    11102 
## 15.14940 13.26042 14.48329 13.87112 13.77893 12.71861 13.63217 13.73392 
##    11103    11104    11105    11106    11107    11108    11109    11110 
## 13.56870 14.92513 14.04087 14.16645 13.76971 13.40805 14.64819 13.69633 
##    11111    11112    11113    11114    11115    11116    11117    11118 
## 14.55506 13.60954 13.91186 14.01620 14.55159 13.88480 15.03095 13.00813 
##    11119    11120    11121    11122    11123    11124    11125    11126 
## 13.60997 13.92831 13.85509 13.98258 14.20485 14.30213 13.35678 13.54756 
##    11127    11128    11129    11130    11131    11132    11133    11134 
## 14.47011 14.27137 14.36582 14.58436 12.59230 12.85907 14.45425 14.07701 
##    11135    11136    11137    11138    11139    11140    11141    11142 
## 14.51312 13.74170 14.02888 13.10189 13.54130 14.27354 15.01761 14.54318 
##    11143    11144    11145    11146    11147    11148    11149    11150 
## 13.55851 13.94206 13.08398 13.61545 12.92030 14.34459 13.12316 14.06781 
##    11151    11152    11153    11154    11155    11156    11157    11158 
## 13.47806 13.70909 13.10805 14.34635 13.42093 13.36409 14.27850 13.63874 
##    11159    11160    11161    11162    11163    11164    11165    11166 
## 15.27533 15.03554 13.88480 14.33200 13.05145 13.80110 13.88068 15.06657 
##    11167    11168    11170    11171    11172    11173    11174    11175 
## 13.48500 13.93605 14.55807 13.51767 13.36762 14.27137 12.91009 14.82095 
##    11176    11177    11178    11179    11180    11181    11182    11183 
## 13.71535 13.47806 13.52817 14.72497 14.36245 13.92585 14.53434 13.64996 
##    11184    11185    11186    11187    11188    11189    11190    11191 
## 13.74613 13.10413 14.26265 13.74994 13.96260 15.10445 13.38274 13.97142 
##    11192    11193    11194    11195    11196    11197    11198    11199 
## 13.39121 13.33572 15.01173 13.26336 13.23133 14.44746 13.22851 14.18062 
##    11200    11201    11202    11203    11204    11205    11206    11207 
## 14.98465 13.87082 13.61270 13.20871 13.43968 13.22358 13.57041 14.72816 
##    11208    11209    11210    11211    11212    11213    11214    11215 
## 13.91789 12.90561 14.98658 13.22121 13.64956 15.15953 13.36359 13.36950 
##    11216    11217    11218    11219    11220    11221    11222    11223 
## 13.54399 14.48266 13.78736 14.05519 14.31221 14.02211 13.57583 14.08921 
##    11224    11225    11226    11227    11228    11229    11230    11231 
## 12.90488 13.40427 12.82798 13.64842 13.92123 13.36417 14.23335 13.48724 
##    11232    11233    11234    11235    11236    11237    11238    11239 
## 14.23727 13.81914 15.14062 14.27661 13.39463 14.03388 13.54108 15.14275 
##    11240    11241    11242    11243    11244    11245    11246    11247 
## 13.67621 14.80413 14.63261 14.99699 13.40646 13.40802 13.39509 14.21859 
##    11248    11249    11250    11251    11252    11253    11254    11255 
## 13.57397 13.52870 14.74859 12.85219 14.31425 14.07282 13.90647 13.87996 
##    11256    11257    11258    11259    11260    11261    11262    11263 
## 13.29537 13.01701 13.17021 14.06570 13.46504 14.28097 13.81679 13.26947 
##    11264    11265    11266    11267    11268    11269    11270    11271 
## 14.30816 14.39401 14.98865 14.51510 14.38250 13.96391 14.37884 13.30529 
##    11272    11273    11274    11275    11276    11277    11278    11279 
## 13.73367 13.85334 14.51966 13.89032 14.00446 13.88063 14.70871 14.77047 
##    11280    11281    11282    11283    11284    11285    11287    11288 
## 14.81612 13.86952 14.67184 14.45268 13.47261 15.11773 13.88794 13.58341 
##    11289    11290    11291    11292    11293    11294    11295    11296 
## 13.11232 13.22609 14.15700 13.43299 13.94557 13.68353 13.95747 14.01782 
##    11297    11298    11299    11300    11301    11302    11303    11304 
## 14.16078 13.12773 14.42005 13.93167 14.28530 14.20280 14.10192 14.48894 
##    11305    11306    11307    11308    11309    11310    11311    11312 
## 13.24867 13.27572 13.89020 13.92497 13.07023 13.91955 13.69277 12.70095 
##    11313    11314    11315    11316    11317    11318    11319    11320 
## 13.34766 13.45214 14.16712 12.85845 14.43742 13.53031 13.83682 13.01607 
##    11321    11322    11323    11324    11325    11326    11327    11328 
## 14.81438 14.70667 13.03397 13.91147 15.56972 13.87998 13.67305 13.60858 
##    11330    11331    11333    11334    11335    11336    11337    11338 
## 12.67284 13.12582 14.01753 14.66241 14.05762 14.86367 14.94827 13.71522 
##    11339    11340    11341    11342    11343    11344    11345    11346 
## 14.71992 13.43937 14.32075 14.05503 14.19670 14.02649 13.45731 13.65294 
##    11347    11348    11349    11350    11351    11352    11353    11354 
## 14.48332 14.62253 14.45887 13.66505 14.38400 14.22443 14.24374 14.04851 
##    11355    11356    11357    11358    11359    11360    11361    11362 
## 13.47656 14.63380 12.98933 13.98838 14.70289 14.55846 14.05451 13.95376 
##    11363    11364    11365    11366    11367    11368    11369    11370 
## 14.44037 14.50828 13.64972 14.71611 14.09041 13.90269 14.99913 13.75531 
##    11372    11373    11374    11375    11376    11377    11378    11379 
## 15.29804 13.98796 13.78698 14.76770 13.54657 13.05814 14.09791 14.90183 
##    11380    11381    11382    11383    11384    11385    11386    11387 
## 13.79971 14.14327 13.65928 13.57858 13.68921 13.91192 13.45207 13.75885 
##    11389    11390    11391    11393    11394    11395    11396    11397 
## 13.36138 13.39497 13.33817 14.67515 13.66034 14.06216 12.89247 13.61863 
##    11398    11399    11400    11401    11402    11403    11404    11405 
## 13.09701 14.75344 13.06259 13.79956 13.96044 13.44561 14.18038 13.53979 
##    11406    11407    11408    11409    11410    11411    11412    11413 
## 13.11307 14.10366 14.37700 13.90911 14.50045 13.73281 14.21435 14.15031 
##    11414    11415    11416    11417    11418    11419    11420    11421 
## 14.58935 13.54359 14.22275 13.64952 13.89939 13.67701 13.54904 12.90349 
##    11422    11423    11424    11425    11426    11427    11428    11429 
## 13.42781 13.16081 12.95250 13.38787 13.47526 13.80903 14.13066 12.65460 
##    11430    11431    11432    11433    11434    11435    11436    11437 
## 14.64079 13.63220 14.48894 14.22233 13.72498 13.13573 13.82649 13.85484 
##    11438    11439    11440    11441    11442    11443    11444    11445 
## 14.07825 13.69173 12.69052 14.71992 13.59652 13.95947 14.08976 13.09969 
##    11446    11447    11448    11449    11450    11451    11452    11453 
## 13.25330 13.56184 14.49984 13.07917 14.33919 14.80372 15.15449 14.06701 
##    11454    11455    11456    11457    11458    11459    11460    11461 
## 13.44814 14.06893 14.06357 13.81906 13.08923 14.39500 14.67248 14.16795 
##    11462    11463    11464    11465    11466    11467    11468    11469 
## 13.05099 14.04619 14.03034 13.19779 13.11597 13.38124 14.29120 14.02988 
##    11470    11471    11472    11473    11474    11475    11476    11477 
## 13.48007 14.06701 13.71029 13.05731 13.48712 13.14527 12.98467 14.49438 
##    11478    11479    11480    11481    11482    11483    11484    11485 
## 14.52601 14.31513 13.11498 13.90693 13.44173 14.74508 13.91129 13.91187 
##    11486    11487    11488    11489    11490    11491    11492    11493 
## 14.32780 13.37434 13.14271 13.89073 14.06290 13.72701 13.27299 14.19936 
##    11494    11495    11496    11497    11498    11499    11500    11501 
## 13.57301 13.65485 15.00234 13.69238 14.74777 13.77355 14.04526 13.72663 
##    11502    11503    11504    11505    11506    11507    11509    11510 
## 13.91291 13.67115 14.82896 13.15037 14.71954 14.02481 13.47910 14.06776 
##    11511    11512    11513    11514    11515    11516    11518    11519 
## 13.22585 13.45483 14.24749 14.21445 13.08903 14.30230 13.29939 13.98503 
##    11520    11521    11522    11523    11524    11525    11526    11527 
## 13.97773 13.38310 13.44024 13.21909 14.26955 14.70992 14.03195 14.92789 
##    11528    11529    11530    11531    11532    11533    11534    11535 
## 13.99705 13.10219 14.92611 12.63377 14.59508 13.64000 13.66765 13.44083 
##    11536    11537    11538    11539    11540    11541    11542    11543 
## 13.82213 14.20172 13.85433 12.92878 13.50465 14.79412 14.64486 13.29989 
##    11544    11545    11546    11547    11548    11549    11550    11551 
## 12.96434 13.50321 14.25750 13.17582 13.35747 13.67985 13.93014 14.32366 
##    11552    11553    11554    11555    11556    11557    11558    11559 
## 13.60061 14.72459 13.06650 14.22543 13.00557 13.81374 13.67538 12.91385 
##    11560    11561    11562    11563    11564    11565    11566    11567 
## 13.13201 13.66231 14.48730 13.51851 14.71638 14.75278 13.29472 14.08976 
##    11568    11569    11570    11571    11572    11573    11574    11575 
## 14.86663 14.15765 13.59373 14.40902 13.44277 14.71873 14.33480 15.14908 
##    11576    11577    11578    11579    11580    11581    11582    11583 
## 13.81563 13.85331 13.56419 14.41289 14.23565 13.38736 13.29916 14.08134 
##    11584    11585    11586    11587    11588    11589    11590    11591 
## 13.49811 13.17288 14.34565 14.23635 14.53452 14.22228 13.96440 13.72796 
##    11592    11593    11594    11595    11596    11597    11598    11599 
## 14.40121 14.39698 13.93009 12.94545 13.54457 13.57218 13.83330 15.03245 
##    11600    11601    11602    11603    11604    11605    11606    11607 
## 13.41241 15.13827 13.66231 12.66778 13.46637 13.56277 13.55300 13.43458 
##    11608    11609    11610    11611    11612    11613    11614    11615 
## 13.90347 14.27812 13.73441 13.75251 13.64266 14.19637 14.04705 13.32873 
##    11616    11617    11618    11619    11620    11621    11622    11623 
## 13.80632 14.23361 13.03163 13.60165 14.28144 14.31194 13.91566 13.39090 
##    11624    11625    11626    11627    11628    11629    11630    11631 
## 14.43869 14.18038 13.19969 13.70912 13.46585 13.00839 12.93324 14.62550 
##    11632    11633    11634    11635    11636    11637    11638    11639 
## 13.92087 12.89924 13.48370 14.34455 14.01775 13.70794 13.39089 13.16360 
##    11640    11641    11642    11643    11644    11645    11646    11647 
## 13.95947 13.04323 14.09051 14.40429 13.69340 13.61919 14.07395 13.14634 
##    11648    11649    11650    11651    11652    11653    11654    11655 
## 13.00301 14.90357 14.60971 13.22603 13.45226 12.85400 14.10297 13.37718 
##    11656    11657    11658    11659    11660    11661    11662    11663 
## 14.72777 13.40089 13.33142 13.42401 14.04438 12.85791 13.02395 14.25010 
##    11665    11666    11667    11668    11669    11670    11671    11672 
## 13.73576 12.92878 14.31962 13.14283 12.58941 13.00075 13.67686 14.47564 
##    11673    11674    11675    11676    11677    11678    11679    11680 
## 14.29951 14.22810 14.93382 14.18059 13.22182 14.15024 14.29266 14.35434 
##    11681    11682    11683    11684    11685    11686    11687    11688 
## 15.14840 14.05519 13.68007 13.16509 14.32253 14.04510 13.61136 13.28128 
##    11689    11690    11691    11692    11693    11694    11695    11696 
## 13.59628 14.65394 13.61379 13.70122 14.58106 13.49391 13.73747 13.46577 
##    11697    11698    11699    11700    11701    11702    11703    11704 
## 14.44899 14.34979 13.63296 14.55439 14.38801 14.06725 14.43821 14.26756 
##    11705    11706    11707    11708    11709    11710    11711    11712 
## 13.78464 14.05999 13.87203 13.84865 13.42459 14.51524 13.93124 13.77471 
##    11713    11714    11715    11716    11717    11718    11719    11720 
## 15.19835 13.50033 13.07455 13.14834 14.70910 13.51941 13.92348 13.42932 
##    11721    11722    11723    11724    11725    11726    11727    11728 
## 13.63973 14.36292 14.55301 13.44227 14.31583 13.15576 13.31294 13.87939 
##    11729    11730    11732    11733    11734    11735    11736    11737 
## 13.40577 14.43967 14.07825 14.49742 13.21978 14.36100 14.02262 13.44580 
##    11738    11739    11740    11741    11742    11743    11744    11745 
## 13.96440 14.01569 13.70910 13.92534 13.66296 14.42540 14.61744 13.79126 
##    11746    11747    11748    11749    11750    11751    11752    11753 
## 13.77485 14.80138 15.07236 14.72163 15.29539 13.86952 14.65209 15.20031 
##    11754    11755    11756    11757    11758    11759    11760    11761 
## 15.02804 13.21052 13.53667 14.43793 13.84972 13.72695 14.03313 14.48644 
##    11762    11763    11764    11765    11766    11767    11768    11769 
## 13.15588 14.50148 14.11557 13.79133 13.62830 12.63323 14.70752 13.94315 
##    11770    11771    11772    11773    11774    11775    11776    11777 
## 14.22501 13.54125 13.26483 13.14792 13.79691 14.46043 14.20497 13.07242 
##    11778    11779    11780    11781    11782    11783    11784    11785 
## 15.02556 13.37826 13.23952 13.87298 14.18229 13.72469 14.20172 14.01363 
##    11786    11787    11788    11789    11790    11791    11792    11793 
## 14.23581 13.17080 14.86663 13.50939 14.72247 14.80936 14.31849 14.19527 
##    11794    11795    11796    11797    11798    11799    11800    11801 
## 13.18295 14.58511 13.65228 14.00664 14.75320 13.89135 13.56602 14.02689 
##    11802    11803    11804    11805    11806    11807    11808    11809 
## 14.90512 13.20442 14.41076 14.82721 14.27467 14.22228 13.70764 13.72773 
##    11810    11811    11812    11813    11814    11815    11816    11817 
## 14.44983 13.03401 14.47690 13.76854 14.30674 14.28903 14.30205 13.69744 
##    11818    11819    11820    11821    11822    11823    11824    11825 
## 14.04580 14.21797 12.90326 13.85473 14.35496 13.70298 13.82438 15.10224 
##    11826    11827    11828    11829    11831    11832    11833    11834 
## 14.30412 14.26708 14.71195 13.50465 14.15700 14.34503 15.14908 13.08900 
##    11835    11836    11837    11838    11839    11840    11841    11842 
## 13.03316 13.45991 13.83081 14.95908 13.21934 13.74166 14.56721 13.92298 
##    11843    11844    11845    11846    11847    11848    11849    11850 
## 13.38731 14.29251 13.05677 13.58561 13.44394 13.68275 14.52068 14.45105 
##    11851    11852    11853    11854    11855    11856    11857    11858 
## 14.03388 14.19619 14.02431 14.64651 13.95979 13.17270 13.84471 14.06501 
##    11859    11860    11861    11862    11863    11864    11865    11866 
## 13.16360 13.79054 13.52686 13.64698 14.95908 14.04619 13.54965 14.44024 
##    11867    11868    11869    11870    11871    11872    11873    11874 
## 14.06570 14.29426 13.41610 13.40577 14.29667 14.40278 14.45304 13.50943 
##    11875    11876    11877    11878    11879    11880    11881    11882 
## 14.96582 13.80878 13.58890 13.52224 14.08504 14.33897 14.57595 15.18092 
##    11883    11884    11885    11886    11887    11888    11889    11890 
## 14.15638 13.92663 14.44047 13.88102 14.24917 13.34048 14.53445 13.69217 
##    11891    11892    11893    11894    11895    11896    11897    11898 
## 13.32272 14.10477 13.39509 14.11231 13.64828 14.45072 13.54516 13.89950 
##    11899    11900    11901    11902    11903    11904    11905    11906 
## 14.61960 14.31860 15.20998 13.46266 14.43926 13.32326 14.28456 13.16498 
##    11907    11908    11909    11910    11911    11912    11913    11914 
## 13.51934 13.85553 13.27800 14.20614 14.43869 13.51358 13.18783 14.36311 
##    11915    11916    11918    11919    11920    11921    11922    11923 
## 13.80343 13.25313 14.36357 14.33579 13.52877 14.64384 13.55613 13.01199 
##    11924    11925    11926    11927    11928    11929    11930    11931 
## 13.82299 13.35726 13.46375 13.50569 13.71522 13.58612 13.71536 13.41257 
##    11932    11933    11934    11935    11936    11937    11938    11939 
## 13.67444 13.48114 14.22617 13.49848 14.13243 14.82840 14.52381 14.04341 
##    11940    11941    11942    11943    11944    11945    11946    11947 
## 13.39870 13.91613 13.34403 13.90713 13.53095 14.12332 13.43875 13.31101 
##    11948    11949    11950    11951    11952    11953    11954    11955 
## 13.05731 14.06744 13.72069 14.24917 13.61728 14.59179 13.36913 13.40577 
##    11956    11957    11958    11959    11960    11961    11962    11963 
## 13.52588 13.05669 13.58441 14.26372 14.60489 13.40197 12.88140 13.50533 
##    11964    11965    11966    11967    11968    11969    11970    11972 
## 13.92316 13.78402 14.53650 13.82279 14.21445 13.67115 15.05229 12.87019 
##    11973    11974    11975    11976    11977    11978    11979    11980 
## 13.77343 13.50170 13.55447 13.76146 14.49337 13.45201 13.82026 13.65525 
##    11981    11982    11983    11984    11985    11986    11987    11988 
## 13.41240 13.31295 13.40090 13.76578 13.52884 13.61902 15.12857 14.03193 
##    11989    11990    11991    11992    11993    11994    11995    11996 
## 13.76025 13.05509 14.23581 13.91025 14.71839 13.08423 14.69551 14.96217 
##    11997    11998    11999    12000    12001    12002    12003    12004 
## 13.52757 14.57164 13.92493 13.24264 14.59321 13.83892 14.75025 13.87081 
##    12005    12006    12007    12008    12009    12010    12011    12012 
## 13.67054 13.69675 14.35647 13.95700 12.73181 13.47510 13.48909 14.29523 
##    12013    12014    12015    12016    12017    12018    12019    12020 
## 13.82052 13.16692 14.18089 14.54029 14.22101 14.36292 13.66296 13.71067 
##    12021    12022    12023    12024    12025    12026    12027    12028 
## 13.38705 13.60330 13.68741 13.70193 13.77983 14.06908 13.48235 15.02423 
##    12029    12030    12031    12032    12033    12034    12035    12036 
## 13.66517 13.55942 13.86922 13.46515 14.08360 14.06272 13.18154 12.77177 
##    12037    12038    12039    12040    12041    12042    12044    12045 
## 13.98431 13.69724 13.75264 13.70970 14.27301 13.92072 14.14436 13.59165 
##    12046    12047    12048    12049    12050    12051    12052    12053 
## 13.80889 13.25070 14.18680 14.83079 15.53601 13.68551 13.37156 14.76770 
##    12054    12055    12056    12057    12058    12059    12060    12061 
## 14.17620 12.94877 14.45105 13.59603 14.56084 13.18121 14.36167 14.14436 
##    12062    12063    12064    12065    12066    12067    12068    12069 
## 14.78369 14.11061 14.19180 14.71990 13.57471 13.81799 13.97615 13.27346 
##    12070    12071    12072    12073    12074    12075    12076    12077 
## 14.08379 14.32581 14.50007 14.74161 13.04325 13.89199 13.40424 14.65982 
##    12078    12079    12080    12081    12082    12083    12084    12085 
## 13.57606 14.27009 14.38128 14.84727 14.25829 13.79571 13.72191 13.69555 
##    12086    12087    12088    12089    12090    12091    12092    12093 
## 13.73554 13.89376 13.76715 14.45358 13.36725 13.29905 13.75305 13.47035 
##    12094    12095    12096    12097    12098    12099    12100    12101 
## 14.08743 14.15156 13.41696 13.76522 13.17172 12.67480 14.17215 14.26662 
##    12102    12103    12104    12105    12106    12107    12108    12109 
## 14.60597 14.29672 13.02222 12.94797 13.39427 14.61824 13.24785 12.92169 
##    12110    12111    12112    12113    12114    12115    12116    12117 
## 13.75929 14.24789 14.21531 13.11918 13.69884 13.93192 14.24488 14.24871 
##    12118    12119    12120    12121    12122    12123    12124    12125 
## 13.53180 14.09422 13.72668 14.73883 13.43637 13.16010 13.18034 13.29505 
##    12126    12127    12128    12129    12130    12131    12132    12133 
## 13.58276 14.23067 13.85205 14.18875 14.22590 14.43039 13.44621 14.09101 
##    12134    12135    12136    12137    12138    12139    12140    12141 
## 14.73636 13.97480 13.66749 14.95260 13.69097 13.85963 13.75906 14.39695 
##    12142    12143    12144    12145    12146    12147    12148    12149 
## 14.91940 13.63493 14.72454 13.40568 13.29413 13.27381 13.43439 14.73756 
##    12150    12151    12152    12154    12155    12157    12158    12159 
## 13.70099 13.36117 12.91862 13.73511 14.08743 14.33853 13.48054 14.40679 
##    12160    12161    12162    12163    12164    12165    12166    12168 
## 13.59456 13.41321 13.92753 14.29821 13.57464 13.87222 14.12295 14.05212 
##    12169    12170    12171    12172    12173    12174    12175    12176 
## 12.65331 14.04380 13.13626 14.21598 13.92384 14.39235 14.65453 15.09141 
##    12177    12178    12179    12180    12181    12182    12183    12184 
## 14.04757 14.55891 14.64856 13.85414 14.48515 13.93216 14.00339 13.35643 
##    12185    12186    12187    12188    12189    12190    12191    12192 
## 13.68939 13.93026 14.71830 13.87798 14.11674 13.58817 14.07997 13.52482 
##    12193    12194    12195    12196    12197    12198    12199    12200 
## 13.78864 14.08989 14.05030 14.16459 13.56119 12.58365 13.87432 14.54453 
##    12201    12202    12203    12204    12205    12206    12207    12208 
## 13.95277 13.59078 15.15243 13.54320 14.25633 13.73424 12.86592 14.10358 
##    12209    12210    12211    12212    12213    12214    12215    12216 
## 14.15014 15.03712 14.38894 13.45484 13.48210 13.55309 13.21777 13.01553 
##    12217    12218    12219    12220    12221    12222    12223    12224 
## 13.18452 12.63576 13.86702 14.13518 13.69168 14.28571 13.95933 13.75830 
##    12225    12226    12227    12228    12229    12230    12231    12232 
## 13.79150 13.42311 13.87815 14.41994 13.41103 13.59582 13.35342 12.55042 
##    12233    12234    12235    12236    12237    12238    12239    12240 
## 13.76231 14.37307 13.49212 13.92196 14.08859 13.88102 14.41429 14.08618 
##    12241    12242    12243    12244    12245    12246    12247    12248 
## 13.89141 13.15944 13.58166 15.13235 14.13821 14.62526 13.75626 14.36354 
##    12249    12250    12251    12252    12253    12254    12255    12256 
## 14.32228 14.46366 14.09823 14.15354 14.12709 14.53352 13.31721 14.03362 
##    12257    12258    12259    12260    12261    12262    12263    12264 
## 13.39457 14.61823 13.92487 14.07329 13.57838 13.71945 14.39122 14.54163 
##    12265    12266    12267    12268    12269    12270    12271    12272 
## 13.87673 15.10104 14.08973 14.34150 13.10207 14.34899 14.12974 13.01973 
##    12273    12274    12275    12276    12277    12278    12279    12280 
## 13.36487 14.03539 14.14690 13.13053 14.34455 14.24616 13.52990 13.86061 
##    12281    12282    12283    12284    12285    12286    12287    12288 
## 14.83498 14.40450 14.45288 14.25777 14.02167 14.78994 14.31452 13.32400 
##    12289    12290    12291    12292    12293    12294    12295    12296 
## 13.81576 14.86627 13.40304 15.09668 14.83496 14.21712 14.83140 13.76889 
##    12297    12298    12299    12300    12301    12302    12303    12304 
## 13.36748 13.02537 14.91627 13.55319 14.32017 14.82417 13.78123 14.41956 
##    12305    12306    12307    12308    12309    12310    12311    12312 
## 13.47826 14.16491 12.97206 12.99864 14.35239 13.98376 14.08743 13.15117 
##    12313    12314    12315    12316    12317    12318    12319    12320 
## 13.65326 13.98176 14.54198 14.50485 13.29384 15.05280 14.26470 14.76322 
##    12321    12322    12323    12324    12325    12326    12327    12328 
## 13.02771 15.30874 14.10900 13.64264 13.77114 13.25327 13.59831 14.07391 
##    12329    12331    12332    12333    12334    12335    12336    12337 
## 13.70881 13.38478 14.25633 14.63568 12.92839 13.69443 14.41666 14.28337 
##    12338    12339    12340    12341    12342    12343    12344    12345 
## 14.17763 13.66279 14.25570 13.81725 13.66522 15.05307 13.97958 13.69188 
##    12346    12347    12348    12349    12350    12351    12352    12353 
## 13.91607 15.09826 13.03782 13.34875 13.51861 13.54412 14.18060 14.46897 
##    12354    12355    12356    12357    12358    12359    12360    12361 
## 13.23800 14.19324 13.74989 14.72089 14.08662 14.91721 13.73938 13.56028 
##    12362    12363    12364    12365    12366    12367    12368    12369 
## 13.71450 13.03118 13.87591 15.16060 13.39847 13.49604 13.58996 14.17740 
##    12370    12371    12372    12373    12374    12375    12376    12377 
## 15.14380 14.54649 14.55620 13.38323 13.43443 13.52285 14.36155 13.33590 
##    12378    12379    12380    12381    12382    12383    12384    12385 
## 13.73064 14.63853 14.19814 14.36584 13.66546 13.94575 13.70708 13.43374 
##    12386    12387    12388    12389    12390    12391    12392    12393 
## 13.59803 14.37342 14.11002 13.42575 13.82253 14.43227 14.75871 14.23529 
##    12394    12395    12396    12397    12398    12399    12400    12401 
## 14.31134 13.75780 13.59483 14.30593 12.77458 13.53432 15.04390 13.47942 
##    12402    12403    12404    12405    12406    12407    12408    12409 
## 13.66708 14.51189 13.60071 15.21956 13.80346 14.22167 13.49228 13.85641 
##    12410    12411    12412    12413    12414    12415    12416    12417 
## 13.87663 13.62685 13.72375 13.88974 14.72144 14.44402 14.38768 13.39183 
##    12418    12419    12420    12421    12422    12423    12424    12425 
## 13.40917 13.90154 13.51849 13.26300 13.08699 13.40659 14.39637 14.74436 
##    12426    12427    12428    12429    12430    12431    12432    12433 
## 14.70885 13.64749 15.03556 14.51847 13.26020 13.23341 13.47420 14.76090 
##    12434    12435    12436    12437    12438    12439    12440    12441 
## 14.54370 14.31734 14.07517 13.61189 13.94175 14.44120 13.49102 14.09101 
##    12442    12443    12444    12445    12446    12447    12448    12449 
## 14.25054 14.44712 13.68668 13.15283 13.93552 14.31383 14.47167 13.35051 
##    12450    12451    12452    12453    12454    12455    12456    12457 
## 13.91705 13.47744 13.53334 13.94710 13.55669 13.34881 13.99519 12.99772 
##    12458    12459    12460    12461    12462    12463    12464    12465 
## 14.50838 14.15641 14.73027 14.76775 14.38150 13.61705 14.12475 14.36115 
##    12466    12467    12468    12469    12470    12471    12472    12473 
## 13.73730 12.57328 13.07801 13.44623 13.52618 13.79429 13.87479 14.46299 
##    12474    12475    12476    12477    12478    12479    12480    12481 
## 13.18571 12.65025 14.19976 13.38631 14.08668 14.05734 13.91559 14.75101 
##    12482    12483    12484    12485    12486    12487    12488    12489 
## 14.20824 13.98389 14.15650 12.98521 14.17369 15.11074 13.96512 14.21951 
##    12490    12491    12492    12493    12494    12495    12496    12497 
## 14.17763 14.57070 14.77485 13.64855 14.57661 13.46933 14.79388 14.31020 
##    12498    12499    12500    12501    12502    12503    12504    12505 
## 14.33905 13.12065 14.37380 14.22176 14.27408 12.92269 14.49260 14.19661 
##    12506    12507    12508    12509    12510    12511    12512    12513 
## 13.83473 13.51065 13.31707 12.67420 14.25531 14.12261 12.89685 13.37367 
##    12514    12515    12516    12517    12518    12519    12520    12521 
## 14.61703 14.22612 13.16532 14.52819 13.81239 13.20138 14.39698 14.59627 
##    12522    12523    12524    12525    12526    12527    12528    12529 
## 13.17424 13.73682 12.57146 13.68294 13.91829 15.05553 13.35253 13.73792 
##    12530    12531    12532    12533    12534    12535    12536    12537 
## 13.98984 14.12931 15.16513 13.49182 13.13672 15.37184 13.69396 14.40235 
##    12538    12539    12540    12541    12542    12543    12544    12545 
## 14.11947 14.84894 13.99099 13.26505 14.36500 14.73165 14.54025 14.25526 
##    12546    12547    12548    12549    12550    12551    12552    12553 
## 13.14784 14.56271 13.52285 15.15321 13.14545 14.31286 13.76715 13.72658 
##    12554    12555    12556    12557    12558    12559    12560    12561 
## 14.12629 13.08146 13.55456 13.11198 13.96174 13.74954 13.00606 14.19922 
##    12562    12563    12564    12565    12566    12567    12568    12569 
## 14.86881 14.41392 14.72144 14.42645 13.60989 15.13928 15.02118 15.14207 
##    12570    12571    12572    12573    12574    12575    12576    12577 
## 13.79687 13.28043 13.94888 13.06336 14.10358 14.44247 13.71676 13.53854 
##    12578    12579    12580    12581    12582    12583    12584    12585 
## 13.39353 13.47168 13.03321 14.74127 14.24012 13.71676 12.96848 13.39931 
##    12586    12587    12588    12589    12590    12591    12592    12593 
## 14.03393 13.51092 14.84453 13.52188 15.17256 14.37162 13.84052 14.08058 
##    12594    12595    12597    12598    12599    12600    12601    12602 
## 13.45926 13.06247 14.03362 14.09893 13.16160 13.55709 12.62097 13.64832 
##    12603    12604    12605    12606    12607    12608    12609    12610 
## 14.26267 13.16060 14.93759 14.73577 13.98325 13.72792 13.13235 13.50212 
##    12611    12612    12613    12614    12615    12616    12617    12618 
## 15.09734 13.55386 13.11175 13.60931 15.16060 14.26157 14.50870 14.19024 
##    12619    12620    12621    12622    12623    12624    12625    12626 
## 13.60089 13.78598 14.60404 13.78593 13.08669 14.36344 13.45931 14.45899 
##    12627    12628    12629    12630    12631    12632    12633    12634 
## 13.75862 15.02721 13.66323 13.84411 13.24713 13.74452 13.64588 14.48648 
##    12635    12636    12637    12638    12639    12640    12641    12642 
## 13.56440 13.69486 13.41321 14.25579 13.94122 13.10958 13.68759 13.93824 
##    12643    12644    12645    12646    12647    12648    12649    12650 
## 14.15354 13.70317 13.53268 13.67991 13.75170 13.58742 13.49006 13.57903 
##    12651    12652    12653    12654    12655    12656    12657    12658 
## 13.65900 14.50280 13.67226 14.61008 14.15762 13.65197 13.59257 13.27701 
##    12659    12660    12661    12662    12663    12664    12665    12666 
## 13.48784 13.53594 14.46632 13.56746 14.12271 13.74843 13.50372 14.23707 
##    12667    12668    12669    12670    12671    12672    12673    12674 
## 13.69537 13.87669 13.64008 15.14033 14.53779 13.90504 14.32138 12.92206 
##    12675    12676    12677    12678    12679    12680    12681    12682 
## 14.07341 13.55741 13.33045 15.16175 14.84974 13.93355 13.42401 13.89850 
##    12683    12684    12685    12686    12687    12688    12689    12690 
## 13.08230 14.61003 14.70200 14.44273 14.73193 13.48306 14.49146 14.73459 
##    12691    12692    12693    12694    12695    12696    12697    12699 
## 13.51264 13.62669 14.21523 14.08460 13.91856 14.73416 13.17977 13.47245 
##    12700    12701    12702    12703    12704    12705    12706    12707 
## 14.36235 13.98092 14.10284 13.24989 13.79283 13.06975 14.55147 14.36082 
##    12708    12709    12710    12711    12712    12713    12714    12715 
## 14.48437 14.60003 14.09839 13.68165 14.62679 13.56951 13.98826 14.76500 
##    12717    12718    12719    12720    12721    12722    12723    12724 
## 13.74052 13.59938 13.20036 13.67661 13.34277 13.68230 14.47288 13.60348 
##    12725    12726    12727    12728    12729    12730    12731    12732 
## 13.91723 14.67792 14.31734 14.91327 13.99347 12.89836 13.57639 13.55179 
##    12733    12734    12735    12736    12737    12738    12739    12740 
## 14.59633 14.73046 13.42196 15.08560 13.94296 14.08597 14.56946 13.61900 
##    12741    12742    12743    12744    12745    12746    12747    12748 
## 14.72176 13.41005 13.46294 13.37605 14.01619 12.56762 13.41336 13.69617 
##    12749    12750    12751    12752    12753    12754    12755    12756 
## 14.19458 14.33153 13.94332 13.88458 13.20138 13.86874 14.47357 14.45899 
##    12757    12758    12759    12760    12761    12762    12764    12765 
## 13.55250 13.84427 14.23980 14.01900 14.60830 14.19024 14.08020 12.93737 
##    12766    12767    12768    12769    12770    12771    12772    12773 
## 14.49146 13.35528 13.22624 13.83443 14.34485 13.53267 14.17801 14.09972 
##    12774    12775    12776    12777    12778    12779    12780    12781 
## 13.49851 15.18533 13.78333 14.75010 14.41799 14.59686 12.58825 14.34708 
##    12782    12783    12784    12785    12786    12787    12788    12789 
## 13.30015 14.45841 13.52852 14.07697 13.70708 13.55727 13.35128 13.58158 
##    12790    12791    12792    12793    12794    12795    12796    12797 
## 13.59504 13.49659 13.83373 13.91206 15.10104 14.00591 14.05624 13.49679 
##    12798    12799    12800    12801    12802    12803    12804    12805 
## 13.56193 14.25579 14.58670 13.67980 15.15288 13.40869 12.93196 14.35577 
##    12806    12807    12808    12809    12810    12811    12812    12813 
## 14.30176 14.82892 13.41260 13.78450 14.09681 14.54759 14.27521 14.46461 
##    12815    12816    12817    12818    12819    12820    12821    12822 
## 14.11188 14.38845 15.05470 13.55498 13.41798 13.76932 14.02708 13.19362 
##    12823    12824    12825    12826    12827    12828    12829    12830 
## 13.51915 14.32640 14.36087 14.34612 13.70103 13.53365 14.12364 13.40221 
##    12831    12832    12833    12834    12835    12836    12837    12838 
## 13.47766 13.35105 13.23103 13.07122 13.99058 13.64154 13.84901 13.38610 
##    12839    12840    12841    12842    12843    12844    12845    12846 
## 14.24099 13.26896 13.45882 13.07613 13.58167 14.30900 14.21951 13.90129 
##    12847    12848    12849    12850    12851    12852    12854    12855 
## 13.75198 14.54544 14.09077 14.03364 14.18238 14.17763 14.63597 14.95205 
##    12856    12857    12858    12859    12860    12861    12862    12863 
## 13.06858 13.55602 13.86785 13.39874 13.65110 13.47901 13.05973 14.41031 
##    12864    12865    12867    12868    12869    12870    12871    12872 
## 14.93759 13.74622 13.65451 15.10611 13.83462 13.57788 13.41514 15.15218 
##    12873    12874    12875    12876    12877    12878    12879    12880 
## 14.72987 13.30681 14.38624 14.11979 13.41319 13.94896 13.94917 13.72931 
##    12881    12882    12883    12884    12885    12886    12887    12888 
## 13.93438 13.67146 14.19456 14.23506 14.18944 13.99519 13.69347 13.18820 
##    12889    12890    12891    12892    12893    12894    12895    12896 
## 14.24138 14.59751 13.50690 13.25713 14.10544 13.97481 14.35306 14.42963 
##    12897    12898    12900    12901    12902    12903    12904    12905 
## 14.74540 14.74161 14.57777 13.92285 13.82908 15.15460 14.23099 14.63364 
##    12906    12907    12908    12909    12910    12911    12912    12913 
## 13.55613 13.84160 14.40957 13.75929 13.02849 13.27208 14.03729 15.28262 
##    12914    12915    12916    12917    12918    12919    12920    12921 
## 14.48617 12.91051 13.49449 13.01355 13.16560 13.18160 14.10875 13.39447 
##    12922    12923    12924    12925    12926    12927    12928    12929 
## 13.99710 13.13146 13.94714 14.76947 13.80778 14.95149 13.39916 13.00192 
##    12930    12931    12932    12933    12934    12935    12936    12937 
## 13.28407 13.88756 14.36501 13.99346 14.29553 13.67532 14.43169 14.40738 
##    12938    12939    12940    12941    12942    12943    12944    12945 
## 14.31673 12.70883 13.88259 13.64332 14.63742 14.06554 13.73765 14.11002 
##    12946    12947    12948    12949    12950    12951    12952    12953 
## 14.34504 12.97389 13.16070 14.65390 14.51417 13.76356 14.28583 14.10118 
##    12954    12955    12956    12957    12958    12959    12960    12961 
## 14.40409 12.96420 13.43160 14.45353 13.33356 13.96556 13.57818 14.26818 
##    12962    12964    12965    12966    12967    12969    12970    12971 
## 13.97586 13.29986 14.75603 13.47965 14.36493 13.59179 13.78536 14.11979 
##    12973    12974    12975    12976    12977    12978    12979    12980 
## 13.10138 13.65323 13.17262 13.51794 13.37178 13.30893 13.16194 13.65554 
##    12981    12982    12983    12984    12985    12986    12987    12988 
## 13.72254 14.74165 14.25526 13.66056 15.15236 15.48646 13.86163 15.18037 
##    12989    12990    12991    12992    12993    12994    12995    12996 
## 14.11909 14.28183 13.62155 13.84884 13.74881 14.67864 13.99442 14.09642 
##    12997    12998    12999    13000    13001    13002    13003    13004 
## 14.50838 14.25526 14.33501 14.22176 13.95053 14.36493 14.05087 14.08530 
##    13005    13006    13007    13008    13009    13010    13011    13012 
## 13.09060 13.51849 13.30928 14.78906 14.57699 14.11018 14.54199 12.95204 
##    13013    13014    13015    13016    13017    13018    13019    13020 
## 13.39117 13.52324 14.53334 12.97836 13.69773 14.18698 13.67842 14.46099 
##    13021    13022    13023    13024    13025    13026    13027    13028 
## 14.20669 14.20143 14.48090 13.09479 13.96786 13.47178 13.92927 12.98974 
##    13029    13030    13031    13032    13033    13034    13035    13036 
## 13.61100 13.46859 13.13530 13.07736 15.12936 14.31328 14.10486 14.47421 
##    13037    13038    13039    13040    13041    13043    13044    13045 
## 13.40478 14.42046 14.50352 13.28523 15.22996 13.48195 13.84209 14.07106 
##    13046    13047    13048    13049    13050    13051    13052    13053 
## 13.45124 14.33426 13.37662 14.45449 13.73765 15.05513 13.68295 13.97586 
##    13054    13055    13056    13057    13058    13059    13060    13061 
## 14.41055 13.68708 13.08287 13.83968 13.42259 13.97888 13.86177 13.33472 
##    13062    13063    13064    13065    13066    13067    13068    13069 
## 13.63619 13.90577 14.18108 13.51825 14.21951 13.69113 14.57777 13.51229 
##    13070    13071    13072    13073    13074    13075    13076    13077 
## 14.64692 14.38566 12.89839 13.47448 14.00723 14.08597 14.49346 13.95809 
##    13078    13079    13080    13081    13082    13083    13084    13085 
## 13.74425 13.71922 13.63967 14.10919 13.60535 13.90042 13.52670 13.42508 
##    13086    13087    13088    13089    13090    13091    13092    13093 
## 13.53932 13.42196 13.90813 14.14908 13.54371 14.26687 14.76421 14.02097 
##    13094    13095    13096    13097    13098    13099    13100    13101 
## 13.55765 14.43712 13.04727 13.04123 13.28325 14.48376 13.91031 13.64317 
##    13102    13103    13104    13105    13106    13107    13108    13109 
## 14.47038 13.96556 13.12696 13.86177 13.95678 14.07711 14.04897 13.98801 
##    13110    13111    13112    13113    13114    13115    13116    13117 
## 14.23045 14.71942 14.29448 12.91487 13.39718 14.05859 13.26300 13.71741 
##    13118    13119    13120    13121    13122    13123    13124    13125 
## 15.02067 14.69804 12.52056 15.16617 13.07886 14.42246 14.44898 13.42575 
##    13126    13127    13128    13129    13130    13131    13132    13133 
## 13.96866 13.16534 13.96399 14.71103 13.56505 13.49041 14.09823 14.38566 
##    13134    13135    13136    13137    13138    13139    13140    13141 
## 13.55456 14.01861 15.21915 13.94693 13.52464 13.38037 13.74711 13.81400 
##    13142    13143    13144    13145    13146    13147    13148    13149 
## 14.09125 14.22481 14.33798 13.90612 13.02590 13.76396 14.32264 15.05510 
##    13150    13151    13152    13153    13154    13155    13156    13157 
## 14.39567 14.83610 14.98999 13.23146 14.01861 13.46792 13.20194 13.69580 
##    13158    13159    13160    13161    13162    13163    13164    13165 
## 14.24773 14.40857 14.74481 13.51639 14.25526 13.84844 13.74078 13.00622 
##    13166    13167    13168    13169    13170    13171    13172    13173 
## 14.04697 14.03362 14.62055 13.33626 13.61561 14.37730 14.06262 14.24499 
##    13174    13175    13176    13177    13178    13179    13180    13181 
## 13.06431 14.27259 13.11219 14.72144 13.40121 13.76558 13.61911 14.86641 
##    13182    13183    13184    13185    13186    13187    13188    13189 
## 13.25399 14.83635 14.04105 13.39422 14.00858 14.35012 13.07444 13.75937 
##    13190    13191    13192    13193    13194    13195    13196    13197 
## 13.42438 14.44712 15.21834 14.76315 13.27946 13.67388 13.03350 13.55722 
##    13198    13199    13200    13201    13202    13203    13204    13205 
## 13.21567 13.49114 13.93610 14.15916 13.03270 14.32264 14.46102 13.44689 
##    13206    13207    13208    13209    13210    13211    13212    13213 
## 14.41871 13.53663 15.00077 14.79819 13.18585 14.99593 14.31734 14.14063 
##    13214    13215    13216    13217    13218    13219    13220    13221 
## 13.30754 14.18730 14.04757 12.87284 13.72679 13.74906 12.98794 13.84431 
##    13222    13223    13224    13225    13226    13227    13228    13229 
## 14.69513 13.15144 13.67052 13.64557 13.31691 13.98233 14.25054 14.17839 
##    13230    13231    13232    13233    13234    13235    13236    13237 
## 13.20837 13.90708 13.80695 13.06892 14.09005 14.15441 13.88692 13.14476 
##    13238    13239    13240    13241    13242    13243    13244    13245 
## 13.99562 13.39922 14.93759 13.63840 14.21516 14.37954 14.84841 13.61238 
##    13246    13248    13249    13250    13251    13252    13253    13254 
## 14.57113 14.05898 13.42068 14.33796 14.00995 13.94461 14.08804 14.09679 
##    13255    13256    13257    13258    13259    13260    13261    13262 
## 13.07405 13.98850 15.00578 12.93035 14.83554 13.52876 14.33661 13.63678 
##    13263    13264    13265    13266    13267    13268    13269    13270 
## 13.67018 13.67744 13.81512 13.40752 13.98542 13.60075 14.67426 13.39370 
##    13271    13272    13273    13274    13275    13276    13277    13278 
## 13.50898 13.18267 13.16394 13.85159 13.52532 14.69714 14.10180 15.15193 
##    13279    13280    13281    13282    13283    13284    13285    13286 
## 13.07119 13.92473 13.51514 15.16740 15.19658 14.19744 13.49830 13.96027 
##    13287    13288    13289    13290    13291    13292    13293    13294 
## 13.34809 14.01794 14.55687 13.34254 14.09920 13.95395 14.22250 14.09139 
##    13295    13296    13297    13298    13299    13300    13301    13302 
## 14.31592 13.93289 14.52195 13.29804 13.97945 13.40473 13.59126 14.02283 
##    13303    13304    13305    13306    13307    13308    13309    13310 
## 14.11617 13.13197 14.20036 15.21875 13.96793 12.85029 13.56033 13.98264 
##    13311    13312    13313    13314    13315    13316    13317    13318 
## 13.83612 14.15171 14.80174 13.45187 14.76491 14.20246 14.35112 13.91607 
##    13319    13320    13321    13322    13323    13324    13325    13326 
## 13.57114 13.58191 14.45965 14.29696 13.49513 14.77660 14.36883 13.53970 
##    13327    13328    13329    13330    13331    13332    13333    13334 
## 14.85887 13.22141 14.98687 14.31552 14.50838 14.61742 14.93759 13.67913 
##    13335    13336    13337    13338    13339    13340    13341    13342 
## 13.07672 15.10602 13.40997 14.14682 13.74995 14.31405 13.72630 13.88683 
##    13343    13344    13345    13346    13347    13348    13349    13350 
## 13.53150 14.18838 14.75915 13.23218 12.91551 15.06465 14.15638 14.28846 
##    13351    13352    13353    13354    13355    13356    13357    13358 
## 13.31231 12.88657 13.49399 15.14270 14.00806 13.93719 13.74052 13.80869 
##    13359    13360    13361    13362    13363    13364    13365    13366 
## 12.89139 14.07329 14.02739 14.38209 14.18627 14.46186 13.77655 13.39697 
##    13367    13368    13369    13370    13371    13372    13373    13374 
## 13.71555 13.81613 14.09825 13.59802 13.74989 13.73361 13.09342 14.45899 
##    13375    13376    13377    13378    13379    13380    13381    13382 
## 14.07823 13.71878 15.02118 14.92511 13.51467 14.01028 14.32429 14.37928 
##    13383    13384    13385    13386    13387    13388    13389    13390 
## 14.54742 13.33627 13.06892 14.34880 13.31308 14.73695 13.41694 14.29448 
##    13391    13392    13393    13394    13395    13396    13397    13398 
## 15.14207 13.60187 14.62710 14.32299 12.70434 13.11305 13.26292 14.25104 
##    13399    13400    13401    13402    13403    13404    13405    13406 
## 13.74586 13.73067 13.10215 14.30883 13.83968 13.49261 14.09920 13.99194 
##    13407    13408    13409    13410    13411    13412    13413    13414 
## 14.40137 13.73600 13.05286 14.40865 13.76505 14.06530 14.58484 14.19862 
##    13415    13416    13417    13418    13419    13420    13421    13422 
## 14.24355 13.55260 13.07294 12.85449 12.66935 14.31340 13.70019 14.97675 
##    13423    13424    13425    13426    13427    13428    13429    13430 
## 13.52464 13.55578 14.40220 13.55498 13.98080 13.94090 14.46023 14.02046 
##    13431    13432    13433    13434    13435    13436    13437    13439 
## 13.46606 13.02246 14.30883 14.13708 13.61397 14.83673 13.72584 13.80869 
##    13440    13441    13442    13443    13444    13445    13446    13447 
## 14.72869 13.34729 13.59638 13.40259 12.91557 13.89790 14.70026 13.89398 
##    13448    13449    13450    13451    13452    13453    13454    13455 
## 14.27715 14.38262 14.14778 13.51234 14.21299 14.50226 14.41934 14.88983 
##    13456    13457    13458    13459    13460    13461    13462    13463 
## 13.87509 13.62163 13.87227 14.56309 13.46415 13.65798 12.59255 13.05813 
##    13464    13465    13466    13467    13468    13469    13470    13471 
## 13.05406 13.72075 13.63729 13.89643 12.97484 14.30368 14.39113 14.21147 
##    13472    13473    13474    13475    13476    13477    13478    13479 
## 13.77634 13.50875 13.12300 14.37487 14.54848 13.76150 13.20756 14.75377 
##    13480    13481    13482    13483    13484    13485    13486    13487 
## 13.84200 14.84338 12.81052 13.47779 13.43112 13.51000 14.51757 14.35744 
##    13488    13489    13490    13491    13492    13493    13494    13495 
## 14.02547 13.51246 14.46632 13.33965 13.81866 14.44986 14.47285 14.55150 
##    13496    13497    13498    13499    13500    13501    13502    13503 
## 13.84327 12.97344 14.11052 14.38287 13.39281 12.93947 13.35542 13.41778 
##    13504    13505    13506    13507    13508    13509    13510    13511 
## 13.47091 13.92749 14.06897 14.59639 14.74287 13.55367 14.27721 12.85306 
##    13512    13513    13514    13515    13516    13517    13518    13519 
## 13.83014 14.45025 14.23543 14.35665 13.51790 14.01905 14.35319 13.03424 
##    13520    13521    13522    13523    13524    13525    13526    13527 
## 14.30368 13.46814 13.53564 13.79135 13.24322 14.81307 14.21926 14.74379 
##    13528    13529    13530    13531    13532    13533    13534    13535 
## 14.38261 12.88784 13.56484 14.05451 12.74556 14.20956 14.18996 14.39641 
##    13536    13537    13538    13539    13540    13541    13542    13543 
## 13.74349 14.41329 13.74420 13.79172 14.17606 13.33153 14.11697 14.10020 
##    13544    13545    13546    13547    13548    13549    13550    13551 
## 14.05362 13.74402 14.58716 14.20956 13.90081 12.65708 14.74025 14.38360 
##    13552    13553    13554    13555    13556    13557    13558    13559 
## 14.11597 14.03769 13.31741 13.73450 13.62193 13.78475 13.39206 13.46613 
##    13560    13562    13563    13564    13565    13566    13567    13568 
## 14.01671 14.69516 14.29340 14.54097 14.16687 13.96568 13.46036 13.46838 
##    13569    13570    13571    13572    13573    13574    13575    13576 
## 13.61430 13.60146 13.33153 13.92124 13.25281 13.49402 14.73966 13.53157 
##    13577    13578    13579    13580    13581    13582    13583    13584 
## 14.54771 13.09497 13.82017 13.25580 13.78172 14.52856 13.50727 14.09419 
##    13585    13586    13587    13588    13589    13590    13591    13592 
## 13.39245 13.74977 13.49239 14.51822 13.99309 13.66392 14.30871 14.44381 
##    13593    13594    13595    13596    13597    13598    13599    13600 
## 14.75097 13.37004 14.77112 13.39132 13.15327 14.65099 13.82119 12.94033 
##    13601    13602    13603    13604    13605    13606    13607    13608 
## 12.99760 13.23595 14.02878 13.17326 14.34817 14.47176 12.99117 13.71842 
##    13609    13610    13611    13612    13613    13614    13615    13616 
## 13.37651 13.63323 13.94471 13.18328 13.61907 13.61896 14.26599 13.46908 
##    13617    13618    13619    13620    13621    13622    13623    13624 
## 13.83178 14.24623 14.11203 13.54925 15.17957 13.47399 12.90643 14.28738 
##    13625    13626    13627    13628    13629    13630    13631    13632 
## 13.63741 13.83074 13.54773 13.38507 13.44247 14.08262 14.12899 14.01756 
##    13633    13635    13636    13637    13638    13639    13640    13641 
## 13.84172 14.30846 13.85420 14.79965 13.67123 14.00494 14.86662 13.62921 
##    13642    13643    13644    13645    13646    13647    13648    13649 
## 13.57629 14.17579 14.24851 14.42706 13.97712 14.67994 13.47735 13.74519 
##    13650    13651    13652    13653    13654    13656    13657    13658 
## 13.99053 14.91518 15.19411 14.28287 13.69861 13.97431 13.72369 13.86897 
##    13659    13660    13661    13662    13663    13664    13665    13667 
## 14.37409 14.63070 12.89584 13.50786 14.66657 14.88829 14.16761 14.14296 
##    13668    13669    13670    13671    13672    13673    13674    13675 
## 13.66169 13.62558 12.87767 13.89608 14.66052 14.69435 14.66247 13.47042 
##    13676    13677    13678    13679    13680    13681    13682    13683 
## 14.09538 14.74615 13.10334 13.68069 14.26259 13.70969 13.42884 13.09163 
##    13684    13685    13686    13687    13688    13689    13690    13691 
## 13.68172 12.90437 13.78543 13.61627 13.40523 13.67578 14.74615 12.95005 
##    13692    13694    13695    13696    13697    13698    13699    13700 
## 15.17490 13.46576 13.08430 13.12423 14.18877 13.87308 12.62978 14.11298 
##    13701    13702    13703    13704    13705    13706    13707    13708 
## 14.70265 13.44264 13.46968 13.87270 13.07190 12.95598 15.07338 13.25752 
##    13709    13710    13711    13712    13713    13715    13716    13717 
## 14.12792 14.89581 13.47195 13.02999 13.99881 13.62734 12.85499 14.47045 
##    13718    13719    13721    13722    13723    13725    13726    13727 
## 14.08964 14.73966 13.59221 12.90742 13.86066 13.46920 13.75096 13.06552 
##    13728    13729    13730    13732    13733    13734    13735    13736 
## 13.11465 13.72707 13.50862 14.61198 14.38233 14.40725 14.08194 13.42537 
##    13737    13738    13739    13740    13741    13742    13743    13744 
## 14.58764 13.76911 15.42067 13.34673 13.68667 14.37025 13.86561 13.42905 
##    13745    13746    13747    13748    13749    13750    13751    13752 
## 13.62159 14.78039 14.46818 13.80136 14.29672 12.91576 14.34881 13.91887 
##    13753    13754    13755    13756    13757    13758    13760    13761 
## 13.78369 13.70033 14.56665 14.38011 14.30194 14.50423 14.25019 13.68123 
##    13762    13763    13764    13765    13766    13767    13768    13769 
## 13.72286 13.73578 13.17796 14.03584 13.81388 14.38873 12.86927 14.17354 
##    13771    13772    13773    13774    13775    13777    13778    13780 
## 13.54829 13.65007 14.26445 13.02586 13.64545 14.21871 14.72969 13.96279 
##    13781    13782    13783    13784    13785    13786    13787    13788 
## 13.21754 13.65604 14.26755 13.52135 13.87783 12.86203 14.23965 13.85347 
##    13789    13790    13791    13792    13793    13794    13795    13796 
## 13.67138 14.11258 14.96491 14.46818 13.15764 13.47966 13.86923 14.42605 
##    13797    13798    13799    13800    13801    13802    13803    13804 
## 13.70782 13.58272 13.81085 14.67931 13.50312 13.71996 14.04929 14.41218 
##    13805    13806    13807    13808    13809    13810    13811    13812 
## 14.12133 13.98505 14.08457 13.86542 12.89939 14.14031 13.72698 14.74850 
##    13813    13814    13815    13816    13817    13818    13819    13820 
## 13.74972 13.58379 15.22620 13.90452 14.36976 14.02811 15.07824 13.70869 
##    13821    13822    13823    13824    13825    13826    13827    13828 
## 14.02456 14.82165 14.32396 15.05851 13.90221 14.41094 14.17354 13.93420 
##    13829    13830    13831    13832    13833    13834    13835    13836 
## 14.48659 14.32419 13.85347 14.15074 13.88020 14.08742 13.08271 13.39681 
##    13837    13838    13839    13840    13841    13842    13843    13844 
## 14.83479 13.61604 13.61998 15.19040 13.70710 13.89495 12.95037 13.21720 
##    13845    13846    13847    13848    13849    13850    13851    13852 
## 13.40462 14.64920 14.78775 14.07412 12.93120 14.20190 12.93003 14.24481 
##    13853    13854    13855    13856    13857    13858    13859    13860 
## 13.51485 13.50779 13.90082 14.61743 13.51345 13.81789 14.84530 13.88302 
##    13861    13862    13863    13864    13865    13866    13867    13868 
## 14.11921 13.24499 13.20775 14.65586 14.89581 14.19794 14.33218 13.42026 
##    13869    13870    13871    13872    13873    13874    13875    13876 
## 13.60816 14.47161 13.15344 13.24234 13.70108 15.18767 15.11360 14.74556 
##    13877    13878    13879    13880    13881    13882    13883    13884 
## 14.13671 13.16068 14.34018 14.67001 13.63323 14.39368 14.98246 14.11979 
##    13885    13886    13887    13888    13889    13890    13891    13892 
## 14.37246 13.56085 13.87328 13.21562 14.23726 13.41392 14.75460 14.09450 
##    13893    13894    13895    13896    13897    13898    13899    13900 
## 13.45815 13.95672 14.34343 14.88901 15.16980 13.99240 15.01632 14.38863 
##    13901    13902    13903    13904    13905    13906    13907    13908 
## 13.78247 14.32653 14.30121 14.14662 14.40618 15.21241 13.58355 14.43390 
##    13909    13910    13911    13912    13913    13915    13916    13917 
## 14.46684 14.42491 13.68682 14.55195 14.73033 14.42076 14.23288 13.39026 
##    13918    13919    13920    13921    13922    13923    13924    13925 
## 13.73730 12.62717 14.68643 14.78601 14.08766 13.50613 13.54353 13.54773 
##    13926    13927    13928    13929    13930    13931    13932    13933 
## 13.39266 13.79210 13.72369 13.90403 12.94028 13.94474 13.32571 13.51542 
##    13934    13935    13936    13937    13938    13939    13940    13941 
## 13.94489 15.05207 13.90709 13.32060 13.49783 13.46132 13.95032 13.54012 
##    13942    13943    13944    13945    13946    13947    13948    13949 
## 12.71561 14.12620 13.40671 13.46230 13.92518 14.77725 13.57299 13.68968 
##    13950    13951    13952    13953    13954    13955    13956    13957 
## 13.38061 14.49537 13.24964 14.47568 14.99257 14.42680 13.15800 13.95634 
##    13958    13959    13960    13961    13962    13963    13964    13965 
## 14.44730 13.45518 13.61842 13.69130 13.40815 14.39592 13.69859 14.08694 
##    13966    13967    13968    13969    13970    13971    13972    13973 
## 13.61715 14.74850 13.51377 14.28084 13.53020 13.08908 12.86887 13.44514 
##    13974    13975    13976    13977    13978    13979    13980    13981 
## 14.71995 13.91195 13.84887 14.35760 14.69853 13.44286 14.69639 13.89597 
##    13982    13983    13984    13985    13986    13987    13988    13989 
## 14.24625 14.19943 13.19536 13.30210 13.89635 13.57528 13.17097 12.78038 
##    13990    13991    13992    13993    13994    13995    13996    13997 
## 13.18503 15.17161 14.16336 14.11411 14.24070 13.44674 14.96547 13.72320 
##    13998    13999    14000    14001    14002    14003    14004    14005 
## 15.18974 14.44049 13.04820 14.30352 13.35249 14.26105 13.91645 13.80967 
##    14006    14007    14008    14009    14010    14011    14012    14013 
## 13.23615 13.18130 13.96106 13.85719 13.87741 14.05605 13.97312 14.09773 
##    14014    14015    14016    14017    14018    14019    14020    14021 
## 15.17490 13.18967 14.03986 14.26412 14.60431 13.99765 13.96522 13.09320 
##    14022    14023    14024    14025    14026    14027    14028    14029 
## 14.07356 15.18974 13.63890 14.41219 14.10743 13.44885 13.14757 13.45946 
##    14030    14031    14032    14033    14034    14035    14036    14037 
## 15.17826 14.75377 13.74309 13.73006 13.52888 13.82769 13.39754 13.26067 
##    14038    14039    14040    14041    14042    14043    14044    14045 
## 14.44207 14.40830 13.94319 13.69792 14.75224 13.17038 14.67181 14.35130 
##    14046    14047    14048    14049    14050    14051    14052    14053 
## 13.47169 15.17826 13.06246 14.58176 14.12620 14.17160 13.90863 14.31156 
##    14054    14055    14056    14057    14058    14059    14060    14061 
## 14.06227 14.14581 14.87037 13.71700 15.00999 13.76971 14.09517 14.35531 
##    14062    14063    14064    14065    14066    14067    14068    14069 
## 14.54793 13.94112 13.65897 14.59411 14.07006 14.90971 13.93829 13.09659 
##    14070    14071    14072    14073    14074    14075    14076    14077 
## 13.62777 14.22481 15.04976 13.98877 14.77809 14.59682 13.50635 13.07313 
##    14078    14079    14080    14081    14082    14083    14084    14085 
## 14.23949 14.99951 13.64475 13.63837 13.46887 13.33911 13.73018 13.17224 
##    14086    14087    14088    14089    14090    14091    14092    14093 
## 14.20534 14.11818 13.79799 13.96886 14.44272 14.63127 14.09997 14.81754 
##    14094    14095    14096    14097    14098    14099    14100    14101 
## 15.18200 14.38251 14.21460 14.44277 14.13435 13.37542 13.28704 13.97030 
##    14102    14103    14104    14105    14106    14107    14108    14109 
## 13.56118 14.98246 13.59553 13.77731 13.65925 14.44658 14.41953 14.60431 
##    14110    14111    14112    14113    14114    14115    14116    14117 
## 13.96279 13.47825 14.99744 13.21682 13.68024 13.06023 13.46850 13.93829 
##    14118    14119    14120    14121    14122    14123    14124    14125 
## 14.31392 15.17377 15.05033 13.83239 13.01774 13.95185 14.31155 13.70510 
##    14126    14127    14128    14129    14130    14131    14132    14133 
## 13.00627 14.16333 13.52836 13.91927 14.78718 13.42942 13.73472 14.07692 
##    14134    14135    14136    14137    14138    14139    14140    14141 
## 13.86221 12.59791 14.60567 13.49329 13.20736 14.78814 13.76848 14.28995 
##    14142    14143    14144    14145    14146    14147    14148    14149 
## 14.24607 14.05134 14.10758 14.32361 13.39209 13.97021 13.88408 14.01933 
##    14150    14151    14152    14153    14154    14155    14156    14157 
## 13.42813 13.42555 13.42027 12.92691 13.28001 13.51791 14.30023 14.51757 
##    14158    14159    14160    14161    14162    14163    14164    14165 
## 14.52856 14.43567 13.27479 12.75133 13.69058 13.44487 14.71513 14.05175 
##    14166    14167    14168    14169    14170    14171    14172    14173 
## 13.52635 15.16592 14.75097 13.25901 14.04882 14.45905 14.24991 15.02984 
##    14174    14175    14176    14177    14178    14179    14180    14181 
## 13.46650 14.22228 13.68952 13.62776 14.09162 13.57126 13.06552 14.44973 
##    14182    14183    14184    14185    14186    14187    14188    14189 
## 12.68081 14.49104 14.45532 14.03428 15.17278 13.59873 13.58343 13.82368 
##    14190    14191    14192    14193    14194    14195    14196    14197 
## 13.79349 13.71974 13.68944 13.11208 14.04672 13.60753 13.54160 13.69859 
##    14198    14199    14200    14201    14202    14203    14204    14205 
## 14.31089 13.35437 13.72369 14.74287 13.21720 15.05851 12.93350 13.18912 
##    14206    14207    14208    14209    14210    14211    14212    14213 
## 13.60949 13.71961 13.13810 13.49835 13.43570 13.68833 13.76137 14.07412 
##    14214    14215    14216    14217    14218    14219    14220    14221 
## 13.75874 14.49905 12.72856 13.45331 13.60882 14.08836 13.62172 14.25032 
##    14222    14223    14224    14225    14226    14227    14228    14229 
## 13.17340 15.33547 13.52190 13.75626 13.60587 14.07942 12.57131 14.08262 
##    14230    14231    14232    14233    14234    14235    14236    14237 
## 14.74084 13.44013 14.38828 14.55555 13.07897 14.75165 14.48068 13.46987 
##    14238    14239    14240    14241    14242    14243    14244    14245 
## 12.76001 13.39524 13.12870 13.91063 12.93615 13.05827 13.46286 14.33733 
##    14246    14247    14248    14249    14250    14251    14252    14253 
## 13.25150 14.10569 14.13032 14.23846 13.94614 13.93646 14.41346 13.78090 
##    14254    14255    14256    14257    14258    14259    14260    14261 
## 13.76346 13.18283 14.35683 13.15055 13.83727 14.13061 13.60626 13.65643 
##    14262    14263    14264    14265    14266    14267    14268    14269 
## 14.31335 13.53768 13.58400 13.34488 13.87739 15.18907 14.53038 13.70604 
##    14270    14271    14272    14273    14274    14275    14276    14277 
## 14.14785 14.99827 13.42894 14.58748 13.95634 14.62097 13.95623 13.07711 
##    14278    14279    14280    14281    14282    14283    14284    14285 
## 12.94395 13.27880 14.26392 13.95704 13.87270 13.42811 13.07039 13.36966 
##    14286    14287    14288    14289    14290    14291    14292    14293 
## 13.35808 14.47271 13.87100 13.93614 13.41492 14.21596 13.77634 14.03428 
##    14294    14295    14296    14297    14298    14299    14300    14301 
## 13.22522 13.04554 14.37413 14.58043 13.48012 13.98271 14.07692 15.57920 
##    14302    14303    14304    14305    14306    14307    14308    14309 
## 14.86671 14.41329 14.40266 14.11093 12.55042 14.10126 14.61250 15.00498 
##    14310    14311    14312    14313    14314    14315    14316    14317 
## 14.30426 14.31513 13.88143 13.63696 13.79004 13.61540 14.07412 14.64234 
##    14318    14319    14320    14321    14322    14323    14324    14325 
## 13.29322 14.07537 15.17193 13.57501 14.34069 14.72688 13.64603 13.87236 
##    14326    14327    14328    14329    14330    14331    14332    14333 
## 13.62412 13.70081 13.33271 13.56731 14.66740 13.72921 14.34707 14.04672 
##    14334    14335    14336    14337    14338    14339    14340    14341 
## 14.31686 14.81807 14.45403 14.46280 14.15781 14.75122 14.14710 14.41328 
##    14342    14343    14345    14346    14347    14348    14349    14350 
## 14.16282 13.50418 13.94151 13.73757 13.07701 14.08311 13.95041 13.54225 
##    14351    14352    14353    14354    14355    14356    14357    14358 
## 14.89527 13.44317 15.25264 13.35542 13.15397 14.60573 14.43500 13.99326 
##    14359    14360    14361    14362    14363    14364    14366    14367 
## 13.81882 13.53423 13.50727 14.12796 14.07534 14.16132 14.09997 13.65897 
##    14368    14369    14371    14372    14373    14374    14375    14376 
## 13.11288 13.03175 13.40454 14.85814 14.15357 14.24651 13.63264 14.48322 
##    14377    14378    14379    14380    14381    14382    14383    14384 
## 14.23086 13.26861 14.83449 13.44902 13.77693 14.83290 13.40923 14.15082 
##    14385    14386    14387    14388    14389    14390    14391    14392 
## 14.25974 15.17294 13.45886 14.34203 14.02383 13.90082 13.88257 13.66802 
##    14393    14394    14395    14396    14397    14398    14399    14400 
## 13.42969 13.87739 14.39153 13.46997 13.31261 15.09769 15.00338 14.03232 
##    14401    14402    14403    14404    14405    14406    14407    14408 
## 14.38702 12.63003 14.62090 13.45846 13.92143 14.69891 13.14495 13.95492 
##    14409    14410    14411    14412    14413    14414    14415    14416 
## 14.66576 14.25100 13.45727 13.76141 13.26281 14.60915 13.52034 14.40268 
##    14417    14418    14419    14420    14421    14422    14423    14424 
## 14.04466 15.15127 13.92749 13.58622 13.93708 13.39886 14.14142 14.12098 
##    14425    14427    14428    14429    14430    14431    14432    14433 
## 13.60066 14.33087 14.80599 14.08082 15.02212 14.20078 15.15256 14.20895 
##    14435    14436    14438    14439    14440    14442    14443    14444 
## 14.38698 14.32151 13.44098 13.00925 13.94979 13.91100 13.22323 14.04882 
##    14445    14446    14447    14448    14449    14450    14451    14452 
## 13.05856 13.96522 13.83863 14.12407 13.68084 14.49528 14.84530 12.61764 
##    14453    14454    14455    14456    14457    14458    14459    14460 
## 13.93810 14.31611 14.26135 14.21303 13.50073 14.09884 13.00117 14.27989 
##    14461    14462    14463    14464    14465    14466    14467    14468 
## 13.86643 15.02099 13.41472 14.71856 14.46431 14.35878 13.59154 14.50174 
##    14469    14470    14471    14472    14473    14474    14475    14476 
## 14.95898 14.22313 14.05514 13.65740 13.96522 14.18822 14.81402 13.45874 
##    14477    14478    14479    14480    14481    14482    14483    14484 
## 14.20944 15.10350 15.16113 13.08071 15.04802 13.68474 13.73584 13.46026 
##    14485    14486    14487    14488    14489    14490    14491    14492 
## 14.00341 14.34485 14.74615 13.52041 14.01347 13.53436 14.58163 14.40518 
##    14493    14494    14495    14496    14497    14498    14499    14500 
## 14.18277 14.66310 13.73006 13.94634 14.17354 13.98865 13.75122 13.59382 
##    14501    14502    14503    14504    14505    14507    14508    14509 
## 13.44779 15.05207 13.39920 14.75710 13.95495 12.98366 13.39211 14.16114 
##    14510    14511    14512    14513    14514    14515    14516    14517 
## 13.95216 14.05399 13.14652 14.04992 13.41341 13.58043 13.02190 12.63385 
##    14518    14519    14520    14521    14522    14523    14524    14525 
## 13.27515 13.37005 13.43564 14.58655 13.78892 12.59201 14.73966 13.56999 
##    14526    14527    14528    14529    14530    14531    14532    14533 
## 13.12169 13.19400 14.36724 14.40382 14.86671 13.55187 14.41377 13.93882 
##    14534    14535    14536    14537    14538    14539    14540    14541 
## 13.43590 14.12899 14.42117 13.94187 14.09380 15.17753 13.57597 13.39656 
##    14542    14543    14544    14545    14546    14547    14548    14549 
## 14.11894 14.66430 14.26995 13.55930 14.77555 13.11102 13.53694 13.40634 
##    14550    14551    14552    14553    14554    14555    14556    14557 
## 14.45679 13.42864 13.06383 15.01149 14.74615 13.88034 13.31112 13.74274 
##    14558    14559    14560    14561    14562    14563    14564    14565 
## 13.72369 14.54943 13.06392 13.36613 13.01615 14.10878 13.40858 13.26964 
##    14566    14567    14568    14569    14570    14571    14572    14573 
## 13.54058 14.41399 14.09915 14.29995 13.13485 14.38259 14.02575 15.15788 
##    14574    14575    14576    14577    14578    14579    14580    14581 
## 15.13399 14.34493 13.48247 14.72870 14.31547 14.52201 14.27011 14.17290 
##    14582    14583    14584    14585    14586    14587    14588    14589 
## 13.19485 14.74850 14.26444 13.76298 13.91291 13.81358 13.10471 13.03011 
##    14590    14591    14592    14593    14594    14595    14596    14597 
## 13.50040 14.69649 13.39117 14.75580 14.14417 14.12850 14.21596 13.27219 
##    14598    14599    14600    14601    14602    14603    14604    14605 
## 13.46290 13.81483 13.76765 15.20121 13.31207 14.16333 13.47867 14.38248 
##    14606    14607    14608    14609    14610    14611    14612    14613 
## 13.70065 14.09662 13.29384 13.89736 13.89761 13.28352 13.31777 14.62322 
##    14614    14615    14616    14617    14618    14619    14620    14621 
## 15.01040 14.66922 13.53383 14.08054 13.13275 14.37413 13.69149 13.53463 
##    14622    14623    14624    14625    14626    14627    14628    14629 
## 14.19845 14.38269 14.52108 12.99497 13.01221 14.07222 13.16839 13.24121 
##    14630    14631    14632    14633    14634    14635    14636    14637 
## 13.94474 13.03749 13.31361 13.21950 14.15888 14.40444 14.11775 14.16337 
##    14638    14639    14640    14641    14642    14643    14644    14645 
## 14.35611 12.86510 14.68276 14.10561 13.13792 13.98683 14.70705 14.21494 
##    14646    14647    14648    14649    14650    14651    14652    14653 
## 13.60433 14.82717 13.69429 13.49762 15.18907 14.32653 13.52641 15.17826 
##    14654    14655    14656    14657    14658    14659    14660    14661 
## 14.81747 13.94695 13.68980 13.49169 13.74857 13.84546 14.02422 14.15614 
##    14662    14663    14664    14665    14666    14667    14668    14669 
## 14.07264 13.94423 13.43709 13.38629 14.32583 14.33790 13.76622 14.93789 
##    14670    14671    14672    14673    14674    14675    14676    14677 
## 13.69833 14.98300 14.31280 13.88523 13.93440 14.26445 13.15397 14.60546 
##    14678    14679    14680    14681    14682    14683    14684    14685 
## 13.70629 14.60051 13.36870 13.94521 15.05727 13.62425 13.29276 15.06931 
##    14686    14687    14688    14689    14690    14691    14692    14693 
## 13.31355 13.50958 13.56309 14.51757 14.15927 13.77012 13.62005 13.46245 
##    14694    14695    14696    14697    14698    14699    14700    14701 
## 13.91705 14.21596 13.60147 13.36778 13.16542 13.81429 14.01871 13.28128 
##    14702    14703    14704    14705    14706    14707    14708    14709 
## 13.71525 14.09694 15.19042 13.86893 13.07888 13.93813 13.95118 14.01845 
##    14710    14711    14712    14713    14714    14715    14716    14717 
## 14.12792 14.85814 14.59532 14.02917 13.28188 13.56303 14.17484 13.26631 
##    14718    14719    14720    14721    14722    14723    14724    14725 
## 15.30487 14.51583 13.80788 14.71922 14.17759 13.74519 14.11380 14.29915 
##    14726    14727    14728    14729    14730    14731    14732    14733 
## 13.92177 13.25942 14.03613 13.53621 13.15713 14.00394 13.99960 12.64494 
##    14734    14735    14736    14737    14738    14739    14740    14741 
## 14.85286 13.95136 13.61810 14.35027 13.64864 13.77688 13.20563 14.21131 
##    14742    14743    14744    14745    14746    14747    14748    14749 
## 14.78481 12.95572 14.28385 13.42894 13.88300 13.10782 14.56544 14.29912 
##    14750    14752    14753    14754    14755    14756    14757    14758 
## 13.56999 14.36918 13.30960 14.11774 13.93278 14.32653 13.89058 13.10984 
##    14759    14760    14761    14763    14764    14765    14766    14767 
## 14.21182 14.27427 14.49537 14.76021 14.48208 14.24524 13.55780 13.30831 
##    14768    14769    14770    14771    14772    14773    14774    14775 
## 13.27111 14.10753 13.88707 13.32504 13.61540 14.51409 14.03428 14.70943 
##    14776    14777    14778    14779    14780    14781    14782    14783 
## 13.95251 13.52861 13.93900 13.20666 13.42331 13.77114 14.07205 13.82086 
##    14784    14785    14786    14787    14788    14789    14790    14791 
## 13.78363 14.09083 14.52887 13.85132 14.41352 13.98951 13.91665 14.95410 
##    14792    14793    14794    14795    14796    14797    14798    14799 
## 13.53621 14.18751 13.74577 13.49097 14.08395 13.69489 14.17868 13.69907 
##    14800    14801    14802    14803    14804    14805    14806    14807 
## 14.41215 14.14142 13.57406 13.37617 13.46897 13.87328 14.20956 13.91838 
##    14808    14809    14810    14811    14812    14813    14814    14815 
## 13.69429 13.49750 13.69476 14.07151 14.52902 14.39585 14.73910 14.25542 
##    14816    14817    14818    14819    14820    14821    14822    14823 
## 14.32712 15.16579 14.52108 13.80335 15.02079 14.08490 13.66634 13.82407 
##    14824    14825    14826    14827    14828    14829    14830    14831 
## 14.13882 14.55150 13.44381 12.90317 13.07815 14.47022 14.32756 12.63005 
##    14832    14833    14834    14835    14836    14837    14838    14839 
## 13.89520 14.19904 13.95090 13.98794 13.61604 14.09137 14.16274 13.81912 
##    14840    14841    14842    14843    14844    14845    14846    14847 
## 14.77499 13.22522 14.53393 13.02552 14.16488 14.37016 13.71799 13.90535 
##    14848    14849    14850    14851    14852    14853    14854    14855 
## 13.51098 13.54217 14.75165 13.76381 14.80398 13.45114 14.01947 12.92931 
##    14856    14857    14858    14859    14860    14861    14862    14863 
## 13.49431 14.24687 14.06197 14.45771 13.91044 14.17753 13.40626 13.49912 
##    14864    14865    14866    14867    14868    14869    14870    14871 
## 14.79860 14.34508 14.59582 14.24763 14.26445 14.21050 14.52063 14.20838 
##    14872    14874    14875    14876    14877    14878    14879    14880 
## 14.11406 14.18061 14.74393 14.39592 14.52842 13.69635 14.43596 14.13087 
##    14881    14882    14883    14884    14885    14886    14887    14888 
## 13.40815 13.71308 13.42324 14.34485 13.35723 13.64303 13.73848 14.37483 
##    14889    14890    14891    14892    14893    14894    14895    14896 
## 13.17097 13.57525 13.75626 13.57135 14.25604 14.20772 13.70748 13.34952 
##    14897    14898    14899    14900    14901    14902    14903    14904 
## 14.58607 14.39247 14.34666 12.92771 13.32823 14.45771 14.59687 13.16707 
##    14905    14906    14907    14908    14909    14910    14911    14912 
## 13.97648 14.43965 14.15241 13.69278 15.17236 14.31572 14.82380 13.59329 
##    14913    14914    14915    14916    14917    14918    14919    14920 
## 14.52108 13.83476 13.12760 14.14581 14.40892 13.71157 14.30078 14.75097 
##    14921    14922    14923    14924    14925    14926    14927    14928 
## 14.36381 14.74766 14.55519 12.57931 14.68775 13.82365 14.62749 13.49783 
##    14929    14930    14931    14932    14933    14934    14935    14937 
## 13.55536 13.82086 14.01201 13.64371 14.28001 14.06999 13.35249 14.10638 
##    14938    14939    14940    14941    14942    14943    14944    14945 
## 14.32795 14.74084 14.20906 14.07641 14.14718 13.41499 14.59592 13.37570 
##    14946    14947    14948    14949    14950    14951    14952    14953 
## 14.36492 14.09997 13.02941 13.59501 13.32919 13.18912 14.09450 13.33227 
##    14954    14955    14956    14957    14958    14959    14960    14961 
## 13.53020 12.99594 13.30013 14.28152 14.16447 13.33958 14.34485 13.27418 
##    14962    14963    14964    14965    14966    14968    14969    14970 
## 14.13395 12.92752 13.84887 13.24758 14.55851 14.46970 14.13498 13.85894 
##    14971    14972    14973    14974    14975    14976    14977    14978 
## 15.33958 13.40163 13.48833 13.29816 13.10387 13.62714 14.02416 14.48208 
##    14979    14980    14981    14982    14983    14984    14985    14986 
## 15.03984 13.59776 13.61309 13.88843 13.05273 12.84257 14.52099 13.57331 
##    14987    14988    14989    14990    14991    14992    14993    14994 
## 13.80268 14.63487 14.68643 13.42120 13.69378 13.67507 13.21428 13.22530 
##    14995    14996    14997    14998    14999    15000    15001    15002 
## 13.83997 13.12492 13.07800 13.72516 13.57334 13.54980 14.73907 14.06692 
##    15003    15004    15005    15006    15007    15008    15009    15010 
## 14.35574 14.39585 13.62344 14.33734 13.98865 14.25428 14.09885 14.69324 
##    15011    15012    15013    15014    15015    15016    15017    15018 
## 14.89581 13.95521 13.46524 14.12102 12.63740 13.59559 14.47495 15.00552 
##    15019    15020    15021    15022    15023    15024    15025    15026 
## 13.94936 14.10191 13.19205 13.62490 13.08281 14.14634 14.66489 13.87092 
##    15027    15028    15029    15030    15031    15033    15034    15035 
## 13.74792 13.88351 14.59639 14.32184 13.16650 13.69534 13.49401 13.80510 
##    15036    15037    15038    15039    15040    15041    15042    15043 
## 13.50471 13.57779 13.39290 14.82167 14.35363 13.89287 13.99975 13.58865 
##    15044    15045    15046    15047    15048    15049    15050    15051 
## 13.99686 13.70206 14.35748 13.50304 13.09482 14.28401 14.11093 14.30039 
##    15052    15053    15054    15055    15056    15057    15058    15059 
## 14.26271 13.87328 13.80644 14.15074 13.69202 13.38812 14.23510 14.42785 
##    15060    15061    15062    15063    15064    15065    15066    15067 
## 14.84530 14.45998 12.92851 13.17479 13.82252 13.28011 14.20436 14.13347 
##    15068    15069    15070    15071    15072    15073    15074    15075 
## 12.72001 14.38051 14.58163 14.77809 13.34030 13.75174 13.94754 13.64790 
##    15076    15077    15078    15079    15080    15081    15082    15083 
## 13.31950 15.05207 14.68355 14.17484 14.33955 13.96351 14.09215 13.53754 
##    15084    15085    15086    15087    15088    15089    15090    15091 
## 13.92247 14.78947 14.29030 14.15164 14.67695 13.79713 14.42325 13.69474 
##    15092    15093    15094    15095    15096    15097    15098    15099 
## 15.11172 13.61320 13.76828 14.12378 13.12044 13.26025 14.61054 13.50531 
##    15100    15101    15102    15103    15104    15105    15106    15107 
## 13.35879 13.94181 14.88719 13.71410 13.78112 14.48699 13.84117 13.19950 
##    15108    15109    15110    15111    15112    15113    15114    15115 
## 15.05385 13.01538 14.14650 14.22625 14.20381 13.68846 13.84265 13.98629 
##    15116    15117    15118    15119    15120    15121    15122    15123 
## 13.30738 13.48631 14.38116 14.02709 14.05713 13.72595 13.91051 14.17344 
##    15124    15125    15126    15127    15128    15129    15130    15131 
## 14.43197 14.16333 13.59707 13.58004 14.14935 14.85286 13.40212 14.93759 
##    15132    15133    15134    15135    15136    15137    15139    15140 
## 13.87449 15.00498 14.27479 13.59026 14.06825 14.69085 14.44585 13.33642 
##    15141    15142    15143    15144    15145    15146    15147    15149 
## 13.85299 13.10916 13.72593 12.96684 13.87328 13.92760 13.53527 13.65491 
##    15150    15151    15152    15153    15154    15155    15156    15157 
## 14.15418 15.01579 14.32896 14.30039 13.74274 14.32512 14.83361 14.25681 
##    15158    15159    15160    15161    15162    15163    15164    15165 
## 13.04620 14.73283 14.02637 13.70143 14.29873 13.43345 14.23499 14.13606 
##    15166    15167    15168    15169    15170    15171    15172    15173 
## 13.37339 13.45208 13.33366 12.94638 14.27854 14.42680 14.43733 14.59592 
##    15174    15175    15176    15177    15178    15179    15180    15181 
## 14.11996 14.36597 13.51890 13.57007 13.05537 14.76021 13.53781 13.72945 
##    15182    15183    15184    15185    15186    15187    15188    15189 
## 13.41955 13.61929 13.64534 14.55965 13.79629 14.27737 13.47259 13.71224 
##    15190    15191    15192    15193    15194    15195    15196    15197 
## 13.31361 14.08502 14.14581 13.15584 14.39006 13.79487 13.72421 13.92749 
##    15198    15199    15200    15201    15202    15203    15204    15205 
## 14.44884 12.80610 13.89658 15.15818 12.60030 13.42955 13.87315 13.47507 
##    15206    15207    15208    15209    15210    15211    15212    15213 
## 14.39153 13.64591 13.73794 13.76381 14.62917 13.70033 13.87090 13.53383 
##    15214    15215    15216    15217    15218    15219    15220    15221 
## 14.03905 14.20900 13.64312 13.47908 14.59893 13.26075 13.85934 13.87739 
##    15222    15223    15224    15225    15226    15227    15228    15229 
## 14.01730 14.49793 14.29687 13.40542 13.20593 14.54350 13.61281 14.10007 
##    15230    15231    15232    15233    15234    15235    15236    15237 
## 13.42832 14.48277 14.32381 15.16980 13.92945 13.58223 13.46698 13.03432 
##    15238    15239    15240    15241    15242    15243    15244    15245 
## 14.38002 14.66922 13.34290 14.20936 13.59454 14.71579 13.76224 13.43885 
##    15246    15247    15248    15249    15250    15251    15252    15253 
## 13.64790 14.76669 13.07815 14.31747 13.60650 13.52003 14.25345 13.07649 
##    15254    15255    15256    15257    15258    15259    15260    15261 
## 14.61680 14.70129 13.46044 14.43317 14.16560 14.63598 13.48215 13.09418 
##    15262    15263    15264    15265    15266    15267    15268    15269 
## 13.11693 14.21211 14.42288 14.17671 13.71479 13.84774 14.74850 13.61580 
##    15270    15271    15272    15273    15274    15275    15276    15277 
## 14.36738 14.75951 13.01309 15.12523 14.40870 14.12899 13.19865 14.51231 
##    15278    15279    15280    15281    15282    15283    15284    15285 
## 13.71598 14.06760 15.17490 14.17759 14.58764 13.66778 13.87061 13.85347 
##    15286    15287    15288    15289    15290    15291    15292    15293 
## 13.10910 13.74245 13.45617 13.70065 13.24738 13.92029 14.43842 13.63837 
##    15294    15295    15296    15297    15298    15299    15300    15301 
## 13.99075 14.43859 14.37748 13.92777 14.06856 13.45073 13.18923 14.48191 
##    15302    15303    15304    15305    15306    15307    15308    15309 
## 14.49255 13.37973 13.79186 13.22758 13.94820 14.12030 13.32993 14.29374 
##    15310    15311    15312    15313    15314    15315    15316    15317 
## 14.31139 13.50989 14.87847 14.86703 14.73843 14.07544 14.26823 15.18003 
##    15318    15319    15320    15321    15322    15323    15324    15325 
## 13.87787 14.96848 14.72667 14.92276 13.48007 13.75918 13.89611 14.02475 
##    15326    15327    15328    15329    15330    15331    15333    15334 
## 13.90062 13.49188 14.10748 14.67982 13.61965 13.66846 14.06927 13.90153 
##    15335    15336    15337    15338    15339    15340    15341    15342 
## 14.14168 14.12334 14.37381 14.48029 13.64127 14.11553 13.34112 14.05301 
##    15343    15344    15345    15346    15347    15348    15349    15350 
## 13.05805 14.58001 14.35016 14.55238 14.17874 14.52567 14.39368 14.08487 
##    15351    15352    15353    15354    15355    15356    15357    15358 
## 13.36993 13.21160 13.49290 13.97204 14.22035 13.86424 14.59494 13.28029 
##    15359    15360    15361    15362    15363    15364    15365    15366 
## 14.11497 14.89813 13.46477 14.14331 15.23563 13.56575 13.74969 12.67063 
##    15367    15368    15369    15370    15371    15372    15373    15374 
## 13.54594 13.47915 12.81353 14.73843 13.46755 13.14392 13.37917 14.21602 
##    15375    15376    15377    15378    15379    15380    15381    15382 
## 13.47379 14.17932 13.11458 14.48393 13.56365 14.30619 14.20568 14.38603 
##    15383    15384    15385    15386    15387    15388    15389    15390 
## 14.90217 15.17790 13.33296 14.13723 14.34172 13.99910 13.55127 13.01031 
##    15391    15392    15393    15394    15395    15396    15397    15398 
## 13.85756 15.17190 13.94806 14.27796 14.86457 13.90290 14.65432 14.11228 
##    15399    15400    15401    15402    15403    15404    15405    15406 
## 14.53227 14.37495 15.19184 12.91283 14.37072 13.77884 15.00770 13.86142 
##    15407    15408    15409    15410    15411    15412    15413    15414 
## 14.87300 13.75782 13.65202 13.96083 13.83707 13.70024 13.46613 13.45229 
##    15415    15416    15417    15418    15419    15420    15421    15422 
## 13.80738 14.65512 15.17147 14.33068 13.79215 13.55707 13.58495 13.88452 
##    15423    15424    15425    15426    15427    15428    15429    15430 
## 14.11221 14.77267 13.08107 15.17147 13.04681 14.42584 14.03470 14.87847 
##    15431    15432    15433    15434    15435    15436    15437    15438 
## 14.55796 14.79700 13.15636 13.59879 14.86122 13.70918 13.56146 14.54887 
##    15439    15440    15441    15442    15443    15444    15445    15446 
## 14.04199 13.09290 14.74391 14.16043 14.63187 13.61108 14.29184 13.46750 
##    15447    15448    15449    15450    15451    15452    15453    15454 
## 13.70223 15.00047 13.86230 13.07577 13.95899 14.00954 13.96126 13.99151 
##    15455    15456    15457    15458    15459    15460    15461    15462 
## 13.40041 14.11339 13.68814 13.67835 14.31781 13.49175 13.32147 13.30320 
##    15463    15464    15465    15466    15467    15468    15469    15470 
## 13.01260 14.79700 14.38044 13.33721 14.50447 14.47123 14.00230 15.01809 
##    15471    15472    15473    15474    15475    15476    15477    15478 
## 13.32789 13.64537 14.77267 13.52659 14.12652 14.49087 13.22033 13.29132 
##    15479    15480    15481    15482    15483    15484    15485    15486 
## 15.01975 14.16031 14.33464 14.95630 14.96792 14.47118 14.90894 14.26590 
##    15487    15488    15489    15490    15491    15492    15493    15494 
## 13.99513 14.15694 13.90269 13.84382 14.30998 13.41021 14.34978 13.38604 
##    15495    15496    15497    15498    15499    15500    15501    15502 
## 14.22652 13.36370 13.89909 13.04899 13.18503 13.90933 14.37789 13.14297 
##    15503    15504    15505    15506    15507    15508    15509    15510 
## 12.61596 13.91791 13.88138 14.65250 12.86301 13.57061 13.62782 14.14094 
##    15511    15512    15513    15514    15515    15516    15517    15518 
## 13.01114 14.67732 13.25478 13.35559 13.77534 14.43287 14.24775 13.84674 
##    15519    15520    15521    15522    15523    15525    15526    15527 
## 13.53526 14.35363 13.49090 13.52981 13.70645 13.48166 14.10298 13.41076 
##    15528    15529    15530    15531    15532    15533    15534    15535 
## 13.55492 13.54431 14.41805 13.39078 13.32131 14.60655 12.80931 13.78747 
##    15537    15538    15539    15540    15541    15542    15544    15545 
## 14.75836 13.53761 13.85274 13.88769 13.82619 13.45783 12.65149 14.48871 
##    15546    15547    15548    15549    15550    15551    15552    15553 
## 13.95489 14.60086 13.44305 13.94587 13.41601 13.63275 13.66802 15.06447 
##    15554    15555    15556    15557    15558    15559    15561    15562 
## 14.74776 13.57636 13.49840 13.56442 12.82127 13.27656 13.28686 13.97955 
##    15563    15564    15565    15566    15567    15568    15569    15570 
## 12.61357 14.93357 14.17496 13.54193 13.98301 13.63998 14.27448 13.43657 
##    15571    15572    15573    15574    15575    15576    15577    15578 
## 14.73672 13.45866 14.34483 14.50447 15.17616 13.99641 14.06942 13.59583 
##    15579    15580    15581    15582    15583    15584    15586    15587 
## 14.33857 14.02958 14.47091 14.24483 14.56835 14.27448 13.61040 13.98214 
##    15588    15589    15590    15591    15592    15593    15594    15595 
## 13.66282 14.38440 14.39143 15.17790 13.71051 14.46007 15.07233 13.44305 
##    15596    15597    15598    15599    15600    15601    15602    15603 
## 13.22425 14.42670 14.48229 14.86766 13.46667 12.64150 13.48589 14.25283 
##    15604    15605    15606    15607    15608    15609    15610    15611 
## 14.15550 14.18856 14.83810 13.79504 14.00897 14.38297 14.56006 14.10475 
##    15612    15613    15614    15615    15616    15617    15618    15619 
## 14.14001 13.21517 13.94669 14.03493 14.63497 14.94650 14.48871 13.12653 
##    15620    15621    15622    15623    15624    15625    15626    15627 
## 14.57773 12.98203 14.48824 14.21906 14.75894 13.62485 13.53351 13.99020 
##    15628    15629    15630    15631    15632    15633    15634    15635 
## 13.83171 15.05888 12.90662 14.68937 14.39687 14.31299 13.70217 13.80989 
##    15636    15637    15638    15639    15640    15641    15642    15643 
## 13.38139 13.86142 13.38745 13.37120 13.52024 14.05208 13.32406 15.01720 
##    15644    15645    15646    15647    15648    15649    15650    15651 
## 13.95456 14.43504 12.90744 14.74894 13.48209 14.30357 14.36830 14.34657 
##    15652    15653    15654    15655    15656    15657    15658    15659 
## 14.25568 14.71404 13.71738 15.06062 14.13709 14.74260 13.32664 14.00535 
##    15660    15661    15662    15663    15664    15665    15666    15667 
## 13.31235 15.04551 14.37597 13.56977 14.32208 15.17215 14.33463 13.39836 
##    15668    15669    15670    15671    15672    15673    15674    15675 
## 13.49244 13.43347 13.98699 13.39372 13.92618 13.60490 14.34994 14.08426 
##    15676    15677    15678    15679    15680    15681    15682    15683 
## 14.36234 14.55581 13.82966 14.48950 12.79525 15.16110 14.76070 13.54062 
##    15684    15685    15686    15687    15688    15689    15690    15691 
## 14.27565 14.11235 13.72347 13.51689 14.26648 13.20316 14.90720 13.93153 
##    15692    15693    15694    15695    15696    15697    15698    15699 
## 13.02802 13.63174 14.83527 13.63373 13.13851 14.48283 13.70062 13.46082 
##    15700    15701    15702    15703    15704    15705    15706    15707 
## 13.84827 14.76831 14.08144 13.53620 13.69694 13.86479 14.68505 14.49730 
##    15708    15709    15710    15711    15712    15713    15714    15716 
## 14.32995 14.40948 14.39858 13.19378 13.74385 13.54193 14.17161 13.88081 
##    15717    15718    15719    15720    15721    15722    15723    15724 
## 13.36203 12.94866 13.29873 13.17974 14.64465 14.31924 13.27286 14.47550 
##    15725    15726    15727    15728    15729    15730    15731    15732 
## 13.70727 14.07297 13.02802 14.73360 14.52289 13.91312 13.53610 14.17913 
##    15733    15734    15735    15736    15737    15738    15739    15740 
## 13.44590 14.36857 14.48573 13.67929 15.00047 13.09480 14.67732 14.47649 
##    15741    15742    15743    15744    15745    15746    15747    15748 
## 14.44695 14.42139 12.73478 13.30743 14.22210 14.48878 14.77819 13.45306 
##    15749    15750    15751    15752    15753    15754    15755    15756 
## 13.36890 14.40646 13.56367 13.33344 14.18319 13.78048 13.58960 13.87826 
##    15757    15758    15759    15760    15761    15762    15763    15764 
## 14.50008 13.61815 12.70918 14.28347 14.14641 14.31178 14.19023 14.18926 
##    15765    15766    15767    15768    15769    15770    15771    15772 
## 13.54366 14.85284 14.28521 13.64458 13.09666 13.77078 13.75906 13.69339 
##    15773    15774    15775    15776    15777    15778    15779    15780 
## 14.68469 13.23759 12.92076 12.81343 13.50471 14.51292 14.10373 14.10513 
##    15781    15782    15783    15784    15785    15786    15787    15788 
## 14.32901 14.50075 14.48482 13.53687 13.55993 12.86208 13.52148 13.16075 
##    15789    15790    15791    15792    15793    15794    15795    15796 
## 14.07700 13.13637 14.08966 14.54793 13.85274 13.74392 13.58329 14.07480 
##    15797    15798    15799    15800    15801    15802    15803    15804 
## 13.86576 14.99628 14.37978 13.04338 14.37396 15.16110 14.42670 13.69572 
##    15805    15806    15807    15808    15809    15810    15811    15812 
## 13.76674 14.58974 14.26836 14.62907 14.62826 14.22666 14.11459 14.56835 
##    15813    15814    15815    15816    15817    15818    15819    15820 
## 14.47829 14.33746 14.32442 14.77365 13.56676 13.91558 13.43193 14.87029 
##    15821    15822    15823    15824    15825    15826    15827    15828 
## 14.24055 13.50642 13.20465 14.46357 13.18862 13.91519 14.63634 14.08606 
##    15829    15830    15831    15832    15833    15834    15835    15836 
## 13.60809 14.75485 13.27496 13.62563 14.49646 14.42670 14.74067 14.25410 
##    15837    15838    15839    15840    15841    15842    15843    15844 
## 13.44305 13.51155 13.07955 14.63187 14.08722 13.09591 13.21125 14.75272 
##    15845    15846    15847    15848    15849    15850    15851    15852 
## 14.46726 14.09206 14.85340 13.97904 13.84033 14.05426 13.88656 13.93177 
##    15853    15854    15855    15856    15857    15858    15859    15860 
## 14.03897 13.76399 14.86766 13.09337 14.99628 13.43572 15.07659 13.57518 
##    15861    15862    15863    15864    15865    15867    15868    15869 
## 12.90094 13.99762 13.12013 15.00047 14.87203 14.29981 14.18094 14.43591 
##    15870    15871    15872    15873    15874    15875    15876    15878 
## 14.96928 14.60400 14.58800 13.08511 14.56100 13.54766 13.54193 14.26491 
##    15879    15880    15881    15882    15883    15884    15885    15886 
## 14.75097 13.90718 13.54193 14.56201 13.51506 14.41421 14.73126 14.44695 
##    15887    15888    15889    15890    15891    15892    15894    15895 
## 14.19759 14.37381 14.16609 14.53848 12.96003 13.62594 13.07983 13.54288 
##    15896    15897    15898    15899    15900    15901    15902    15903 
## 15.13567 14.68505 13.53539 13.86961 13.29284 14.37547 13.06439 13.43148 
##    15904    15905    15906    15907    15908    15909    15910    15911 
## 13.89161 13.87265 13.46687 14.44006 13.12632 13.66412 13.58143 14.33605 
##    15912    15913    15914    15915    15916    15917    15918    15919 
## 14.74294 14.71243 13.69528 14.48362 13.50309 14.09057 13.74701 14.43577 
##    15920    15921    15922    15923    15924    15925    15926    15927 
## 13.66079 14.96792 14.16774 13.87787 14.55494 14.14662 14.47153 13.47601 
##    15928    15929    15930    15931    15932    15933    15934    15935 
## 13.46112 14.17442 13.86303 14.08074 14.09088 14.26772 14.09868 14.09267 
##    15936    15937    15938    15939    15940    15941    15942    15943 
## 13.57561 14.49646 13.01093 13.30387 13.00012 13.43991 13.78355 14.12847 
##    15944    15945    15946    15947    15948    15949    15950    15951 
## 13.87462 14.45997 14.21329 13.85626 13.88909 14.60606 14.10678 14.30576 
##    15952    15953    15954    15955    15956    15957    15958    15959 
## 14.49485 14.07369 13.38970 14.57911 13.79203 13.14502 13.96305 14.14372 
##    15960    15961    15962    15963    15964    15965    15966    15967 
## 13.90718 14.11020 13.74260 14.42683 14.12875 15.08874 14.26494 14.10229 
##    15968    15969    15970    15971    15972    15973    15974    15975 
## 13.40924 15.05195 14.00168 13.81221 14.33055 13.44523 12.93374 14.99992 
##    15976    15977    15978    15979    15980    15981    15982    15983 
## 13.20488 13.69413 14.54924 13.79378 13.45589 13.23655 14.48997 15.06275 
##    15984    15985    15986    15987    15988    15989    15990    15991 
## 13.88081 14.50582 14.23956 12.86498 14.05802 14.08229 13.42193 13.64853 
##    15992    15993    15994    15995    15996    15997    15998    15999 
## 14.29618 13.47641 13.18863 13.37360 13.86264 14.09948 14.26556 14.24288 
##    16000    16001    16002    16003    16004    16005    16006    16007 
## 14.15415 14.22812 12.88069 14.52535 13.49487 13.20399 13.49590 13.29141 
##    16008    16009    16010    16011    16012    16013    16014    16015 
## 15.20422 14.03464 13.35809 14.33333 14.23912 14.47086 14.65094 14.74717 
##    16016    16017    16018    16019    16020    16021    16022    16023 
## 14.02666 13.83989 14.78505 14.94754 14.04420 13.45144 14.28645 13.40314 
##    16024    16025    16026    16027    16028    16029    16030    16031 
## 14.37838 13.92667 14.39613 12.93694 14.32496 13.92935 13.17141 14.45178 
##    16032    16033    16034    16035    16036    16037    16038    16039 
## 13.55795 13.41226 14.37143 13.66326 15.17170 13.64262 14.75272 13.49026 
##    16040    16041    16043    16044    16045    16046    16048    16049 
## 13.34252 14.42794 14.75894 13.42572 13.48589 14.99896 13.72427 14.64617 
##    16050    16051    16052    16053    16054    16055    16056    16057 
## 14.04852 14.57947 14.27256 14.75130 14.13466 13.48589 13.41296 15.23645 
##    16058    16059    16060    16061    16062    16063    16064    16065 
## 14.03294 14.47628 13.63352 13.20530 14.76167 13.49709 13.61540 13.38091 
##    16066    16067    16068    16069    16070    16071    16072    16073 
## 13.20039 14.31299 13.66443 13.70495 14.43291 13.41479 13.60067 14.11028 
##    16074    16075    16076    16077    16078    16079    16080    16081 
## 14.25236 14.84755 13.92877 14.42598 13.12905 14.33652 14.25573 14.27416 
##    16082    16083    16084    16085    16086    16087    16088    16089 
## 15.06195 13.41479 14.20568 14.78505 14.49255 13.72223 13.80989 15.18211 
##    16090    16091    16092    16093    16094    16095    16096    16097 
## 13.15455 14.05297 13.32374 15.20357 13.46154 13.42208 13.14292 13.88775 
##    16098    16099    16100    16101    16102    16103    16104    16105 
## 13.99316 15.01934 13.69042 14.61415 14.84168 14.84630 14.27711 14.50521 
##    16106    16107    16108    16109    16110    16111    16112    16113 
## 14.36494 13.84382 12.76659 13.26053 14.27448 13.50509 14.65730 13.44535 
##    16114    16115    16116    16117    16118    16119    16120    16121 
## 13.35567 14.17692 14.75425 13.96350 14.76740 13.53349 14.25235 15.16067 
##    16122    16123    16125    16126    16127    16128    16129    16130 
## 13.13305 14.44426 12.97483 13.26117 14.37154 15.21747 13.98285 13.67180 
##    16131    16132    16133    16134    16135    16136    16137    16138 
## 13.24832 13.25322 14.18319 14.08502 13.16741 15.24644 14.21068 14.27455 
##    16139    16140    16141    16142    16143    16144    16145    16146 
## 13.48851 14.76166 13.37867 13.42594 13.75782 13.31457 13.74965 13.51312 
##    16147    16148    16149    16150    16151    16152    16153    16154 
## 14.01007 13.12639 14.39333 13.56484 13.19563 13.74965 14.06269 15.05254 
##    16155    16156    16157    16158    16159    16160    16161    16162 
## 13.76659 13.60904 14.13606 13.76127 14.39061 15.19209 14.10019 13.60858 
##    16163    16164    16165    16166    16167    16168    16169    16170 
## 13.76437 13.43375 14.03434 13.63937 14.27979 13.54193 14.04917 15.04807 
##    16171    16172    16173    16174    16175    16177    16178    16179 
## 14.18926 13.77005 14.30965 12.95730 13.96852 14.75425 13.63062 14.99447 
##    16180    16181    16182    16183    16184    16185    16186    16187 
## 13.81525 14.55170 12.95663 13.83974 14.90391 14.43537 15.24093 13.64747 
##    16188    16189    16190    16191    16192    16193    16194    16195 
## 13.18923 13.66189 14.07129 14.97929 13.56517 13.43751 13.18145 13.46177 
##    16196    16197    16198    16199    16200    16201    16202    16203 
## 13.45476 13.48767 14.45810 13.16866 13.55971 13.97101 13.44531 14.65556 
##    16204    16205    16206    16207    16208    16209    16210    16211 
## 13.67596 13.38889 12.64620 14.72492 13.10205 13.81136 14.24270 14.07866 
##    16212    16213    16214    16215    16216    16217    16218    16219 
## 13.74749 13.60590 14.15712 14.34544 14.60575 14.13621 13.42921 13.53946 
##    16221    16222    16223    16224    16225    16226    16227    16228 
## 14.77291 14.71086 12.96520 14.82689 14.28789 14.43898 13.59516 14.18972 
##    16229    16230    16231    16232    16233    16234    16235    16236 
## 14.33918 13.07695 14.34544 14.33746 13.04597 14.90894 13.44826 13.85080 
##    16237    16238    16239    16240    16241    16242    16243    16244 
## 14.59027 13.42193 14.86624 14.00050 13.98190 13.42362 14.10703 13.51675 
##    16245    16246    16247    16248    16249    16250    16251    16252 
## 13.83772 14.35822 12.96003 14.65986 12.64550 14.49498 14.07179 14.11110 
##    16253    16254    16255    16256    16257    16258    16260    16261 
## 14.47637 14.76063 14.21648 14.59507 14.73078 14.17715 13.90481 13.48980 
##    16262    16263    16264    16266    16267    16268    16269    16270 
## 13.58265 12.71229 14.25961 13.88125 13.97291 13.59717 13.76298 13.11533 
##    16271    16272    16273    16274    16275    16276    16277    16278 
## 13.86733 13.89109 13.66595 14.73672 12.97259 14.32258 13.29055 13.11347 
##    16279    16280    16281    16282    16283    16284    16285    16286 
## 13.42260 13.44744 14.55753 15.08334 13.37415 13.20101 13.51423 13.46498 
##    16287    16288    16289    16290    16291    16292    16293    16294 
## 13.61379 13.52613 14.34310 14.31294 14.16774 14.22498 14.01697 14.71026 
##    16295    16296    16297    16298    16299    16300    16301    16302 
## 14.43427 13.65532 14.47260 15.18470 13.52845 13.97765 13.31814 14.94754 
##    16303    16304    16305    16306    16307    16308    16309    16310 
## 13.03011 13.99520 13.84964 13.59789 14.52919 13.03256 13.94628 13.37271 
##    16311    16312    16313    16314    16315    16316    16317    16318 
## 13.86144 13.43193 14.38887 14.04985 14.44651 14.63467 14.05916 13.25401 
##    16319    16320    16321    16322    16323    16324    16325    16326 
## 13.05433 14.34000 14.41518 14.10327 14.28509 13.95995 14.30279 14.60214 
##    16327    16328    16329    16330    16331    16332    16333    16334 
## 14.17274 14.23719 13.42481 14.26543 13.59516 15.01934 14.46180 14.12797 
##    16335    16336    16337    16338    16339    16340    16341    16342 
## 14.33091 14.00789 14.33135 14.64161 13.81545 14.56812 13.48852 14.41979 
##    16343    16344    16345    16346    16347    16348    16349    16350 
## 13.84889 13.77868 13.72068 14.01934 13.65982 14.27455 13.49179 14.08896 
##    16351    16352    16353    16354    16355    16356    16357    16358 
## 14.53712 14.31139 13.59273 13.44320 15.00047 14.37674 12.89986 13.20518 
##    16360    16361    16362    16363    16364    16365    16366    16367 
## 14.01558 13.13823 14.55927 13.99675 13.90503 13.07973 15.03014 14.02519 
##    16368    16369    16370    16371    16372    16373    16374    16375 
## 14.16095 13.36386 13.39340 14.05123 13.06306 14.02707 14.29251 15.03836 
##    16376    16377    16378    16379    16380    16381    16382    16383 
## 13.76645 14.48162 14.86122 13.84033 14.43775 13.52659 13.14835 14.90391 
##    16384    16385    16386    16387    16388    16389    16390    16391 
## 14.52632 12.93694 14.10086 13.48493 13.13645 14.40578 14.41904 13.58116 
##    16392    16393    16394    16395    16396    16397    16398    16399 
## 14.21766 14.39442 15.21503 13.40822 13.26245 13.78132 14.38084 14.36629 
##    16400    16401    16402    16403    16405    16406    16407    16408 
## 14.47775 14.44956 14.55581 13.99316 14.05281 14.25432 14.56812 13.62568 
##    16409    16410    16411    16412    16413    16414    16415    16416 
## 14.90391 15.11537 13.96823 14.50521 14.37681 13.43200 14.34215 13.61296 
##    16417    16418    16419    16420    16421    16422    16423    16424 
## 13.49290 14.33958 14.37563 14.19443 12.72905 14.37233 14.28478 13.85197 
##    16425    16426    16427    16428    16429    16430    16431    16432 
## 13.82822 15.16749 14.36742 13.45877 15.17790 13.35762 14.47946 13.11054 
##    16433    16434    16435    16436    16437    16438    16439    16440 
## 13.96206 15.20457 13.01330 13.78793 13.53079 13.99233 14.32202 13.69145 
##    16441    16442    16443    16444    16445    16446    16447    16448 
## 14.13604 13.53607 14.44579 13.64899 13.30452 14.99628 13.14360 14.76657 
##    16449    16450    16451    16452    16453    16454    16455    16456 
## 13.42768 13.50033 12.87909 14.49440 12.88217 15.18687 13.92908 13.43563 
##    16457    16458    16459    16460    16461    16462    16463    16464 
## 13.50902 14.99318 15.17872 13.74115 14.14205 12.58191 13.70153 13.74461 
##    16465    16466    16467    16468    16469    16470    16471    16472 
## 14.33322 14.10101 14.55161 14.25634 13.43403 13.83989 14.34403 14.38123 
##    16473    16474    16475    16476    16477    16478    16479    16481 
## 13.82561 13.03121 13.83588 14.71791 13.72627 13.35714 13.54687 13.50966 
##    16482    16483    16484    16485    16486    16487    16488    16489 
## 14.19337 13.43674 13.46660 13.83401 12.69596 13.90265 13.11134 14.07129 
##    16490    16491    16492    16493    16494    16495    16496    16497 
## 13.65756 13.95818 13.37875 14.13917 14.04453 13.19589 14.47214 14.78677 
##    16498    16499    16500    16501    16502    16503    16504    16505 
## 15.14965 13.39464 14.39082 13.30928 13.55093 13.11720 15.16585 14.13535 
##    16506    16507    16508    16509    16510    16511    16512    16513 
## 13.83895 15.20289 13.68151 13.60123 12.99159 13.62804 13.63696 13.95289 
##    16514    16515    16516    16517    16518    16519    16520    16521 
## 14.33154 14.72789 13.56601 14.70939 13.87083 14.30359 13.10407 14.07285 
##    16522    16523    16524    16525    16526    16527    16528    16529 
## 13.86230 13.91600 14.02507 13.52502 12.89332 14.37238 13.58196 14.75189 
##    16530    16531    16532    16533    16534    16535    16536    16537 
## 12.94689 14.17588 14.10096 14.02351 13.51372 12.97950 14.16795 14.17274 
##    16538    16539    16540    16541    16542    16543    16544    16545 
## 14.88965 13.67887 14.12704 14.44509 13.07937 14.09097 14.43008 14.71443 
##    16546    16547    16548    16549    16550    16551    16552    16553 
## 14.02553 13.65464 14.30725 13.53327 14.57906 14.39704 13.73083 13.54193 
##    16554    16555    16556    16557    16558    16559    16560    16561 
## 14.09382 13.04857 13.60201 13.41002 13.55755 12.58191 13.22370 14.06383 
##    16562    16563    16564    16565    16566    16567    16568    16569 
## 13.52844 13.81287 14.37555 14.30628 12.94733 13.79635 13.27818 13.62134 
##    16570    16571    16572    16573    16574    16575    16576    16577 
## 13.39488 14.31062 14.21766 14.48664 14.14205 15.01075 13.19188 15.07254 
##    16578    16579    16580    16581    16582    16583    16584    16585 
## 13.52282 13.29220 13.78982 14.41984 14.40819 13.94931 14.75750 15.19268 
##    16586    16587    16588    16589    16590    16591    16592    16593 
## 15.03611 14.88061 14.26648 13.34577 14.10019 14.60206 13.52088 13.50660 
##    16594    16595    16596    16597    16598    16599    16600    16601 
## 13.85838 13.67715 14.26784 13.36870 13.01650 14.72961 14.24055 13.58795 
##    16602    16603    16604    16605    16606    16607    16608    16609 
## 13.52082 13.16741 13.61360 14.48010 13.37818 14.67732 13.23598 13.41125 
##    16610    16611    16612    16613    16614    16615    16616    16617 
## 14.02475 13.94761 13.81034 14.89637 14.55071 15.20289 14.17571 12.89458 
##    16618    16619    16620    16621    16622    16623    16624    16625 
## 13.92935 13.34431 14.37518 13.70531 13.60231 14.10528 14.53319 13.85024 
##    16626    16627    16628    16629    16630    16631    16632    16633 
## 13.23550 14.26394 13.44497 13.95456 14.52632 14.30989 13.45107 13.46248 
##    16634    16635    16636    16637    16638    16639    16640    16641 
## 14.90391 14.25461 14.75662 14.21105 14.19667 13.44076 14.74480 14.68853 
##    16642    16643    16644    16645    16646    16647    16648    16649 
## 13.96844 14.36136 14.99896 13.26262 14.32991 13.94958 14.57354 14.32208 
##    16650    16651    16652    16653    16654    16655    16656    16657 
## 14.42670 14.67699 13.91668 13.33725 13.67582 14.51728 13.50415 14.33419 
##    16658    16659    16660    16661    16662    16663    16664    16665 
## 13.23939 13.70574 14.73639 13.33721 14.23220 13.31562 12.94877 13.50554 
##    16666    16667    16668    16669    16670    16671    16672    16673 
## 13.07380 13.41182 13.42295 14.15817 14.51404 13.72861 13.28531 13.38351 
##    16674    16675    16676    16677    16678    16679    16680    16681 
## 13.58629 15.15974 14.19319 14.49087 14.39858 13.04274 14.49872 15.20289 
##    16682    16683    16684    16685    16686    16687    16688    16689 
## 13.96191 13.90841 14.26084 13.83572 14.71310 13.64973 13.31921 14.00070 
##    16690    16691    16692    16693    16694    16695    16696    16697 
## 15.19268 14.92538 13.54193 13.03469 12.76271 12.85520 14.55765 14.40086 
##    16698    16699    16700    16701    16702    16703    16704    16705 
## 15.06151 14.39938 14.10260 13.32090 13.38192 13.34679 13.30314 13.65284 
##    16706    16707    16708    16709    16710    16711    16712    16713 
## 12.90599 12.96127 14.27455 13.31907 14.83758 14.56646 15.22513 14.52632 
##    16714    16715    16716    16717    16718    16719    16720    16721 
## 13.51776 13.26036 14.40819 14.16554 14.74350 13.38904 13.18136 13.10781 
##    16722    16723    16724    16725    16726    16727    16728    16729 
## 13.53153 13.54445 14.60222 13.00160 14.04791 14.27474 14.30402 14.36438 
##    16730    16731    16732    16733    16734    16735    16736    16737 
## 14.00301 12.93074 14.72566 13.99687 13.91189 14.63312 15.06155 15.13171 
##    16738    16739    16740    16741    16742    16743    16744    16745 
## 13.71754 12.93908 13.52762 14.31541 13.32892 13.48173 14.28580 14.68505 
##    16746    16747    16748    16749    16750    16751    16752    16753 
## 12.66049 14.40155 14.00733 13.44472 13.70903 13.36182 15.08314 13.39151 
##    16754    16755    16756    16757    16758    16759    16760    16761 
## 13.17034 13.11200 14.10415 14.71611 13.44307 14.15469 13.79330 13.47747 
##    16762    16763    16764    16765    16766    16767    16768    16769 
## 13.62737 14.79265 13.95938 13.73936 13.54462 13.25939 14.27222 13.81035 
##    16770    16771    16772    16773    16774    16775    16776    16777 
## 14.40313 14.50522 15.06893 14.27533 14.14792 12.85928 13.40207 13.84469 
##    16778    16779    16780    16781    16782    16783    16784    16786 
## 13.77212 14.39763 14.40668 13.67571 12.89690 14.75269 13.00202 13.44933 
##    16787    16788    16789    16790    16791    16792    16793    16794 
## 13.47303 13.73405 13.07334 13.44871 13.80654 13.72096 14.43687 13.77949 
##    16795    16796    16797    16798    16799    16800    16801    16802 
## 13.63964 14.88295 14.09722 15.25123 13.16059 13.42316 14.81263 14.52903 
##    16803    16804    16805    16806    16807    16808    16809    16810 
## 13.41882 13.15118 13.71645 14.85211 14.92069 13.79998 13.99963 14.87409 
##    16811    16812    16813    16814    16815    16816    16817    16818 
## 14.27832 13.33474 14.45753 14.03108 14.76192 14.77534 14.88706 14.06996 
##    16819    16820    16821    16822    16823    16824    16825    16826 
## 14.45616 14.81263 13.53056 13.56588 14.00774 14.15743 13.37719 14.45453 
##    16827    16828    16829    16830    16831    16832    16833    16834 
## 14.47708 13.89979 14.42497 15.23020 13.47267 14.41314 13.11600 13.23421 
##    16835    16836    16837    16838    16839    16840    16841    16842 
## 14.36222 14.88706 13.99435 14.12249 13.56615 14.28933 14.30014 13.99306 
##    16843    16844    16845    16846    16847    16848    16849    16850 
## 14.89041 13.88915 14.37101 13.22724 13.54753 12.84127 13.43297 13.51400 
##    16851    16852    16853    16854    16855    16856    16857    16858 
## 14.14311 14.93149 13.39177 14.04721 13.22157 14.26651 13.64911 13.94856 
##    16859    16860    16861    16862    16863    16864    16865    16866 
## 13.28501 14.34184 14.48246 13.46017 13.64701 13.90129 13.97245 13.27544 
##    16867    16869    16870    16871    16872    16873    16874    16875 
## 14.63999 13.75410 15.07485 13.23240 14.27078 14.51479 13.09261 15.20761 
##    16876    16877    16878    16879    16880    16881    16882    16884 
## 14.22332 13.61316 14.19128 13.89324 14.06695 13.08151 14.28813 14.24632 
##    16885    16886    16887    16888    16889    16890    16891    16892 
## 13.87707 14.79643 14.78183 15.22692 13.11636 14.79497 13.51272 13.72871 
##    16893    16894    16895    16896    16897    16898    16899    16900 
## 15.01535 13.82584 14.06695 14.92571 14.62125 13.47063 14.72169 14.21068 
##    16901    16902    16903    16904    16905    16906    16907    16908 
## 13.43041 14.59903 14.13070 13.45801 13.55361 14.11337 13.91210 13.95052 
##    16910    16911    16912    16913    16914    16915    16916    16917 
## 13.07421 14.17444 13.98787 13.40215 14.10583 13.58805 13.73130 13.24264 
##    16918    16919    16920    16921    16922    16923    16924    16925 
## 13.91611 13.88123 14.23686 12.89604 13.06472 14.21545 13.13696 14.30691 
##    16926    16927    16928    16929    16930    16931    16932    16933 
## 13.36888 13.60337 13.99421 14.32528 13.34041 14.44268 13.34676 14.55677 
##    16934    16935    16936    16937    16938    16939    16940    16941 
## 13.38407 14.00453 13.79415 14.76552 13.41618 13.75248 14.61945 13.48975 
##    16942    16943    16944    16945    16946    16947    16948    16949 
## 13.75367 13.89358 14.37161 14.83138 13.02786 15.06836 13.36369 13.43713 
##    16950    16951    16952    16953    16954    16955    16956    16957 
## 14.22972 14.10000 14.76443 13.75890 13.84060 14.46786 12.96412 13.18417 
##    16958    16960    16961    16962    16963    16964    16965    16966 
## 14.36296 13.95163 13.81808 13.89918 13.12888 13.28677 13.77779 15.22328 
##    16967    16968    16970    16971    16972    16973    16975    16976 
## 14.71866 14.33386 14.15265 13.99154 13.24375 13.02023 14.11404 13.37520 
##    16977    16978    16979    16980    16981    16982    16983    16984 
## 14.53105 13.40932 13.37400 13.52715 13.75747 13.19905 13.12528 13.80904 
##    16985    16986    16987    16988    16989    16990    16991    16992 
## 14.28987 14.20312 13.17053 13.17322 14.57855 14.26660 14.42003 14.48241 
##    16993    16994    16995    16996    16997    16998    16999    17000 
## 13.66167 13.15348 14.55287 13.21279 12.86569 14.94539 13.62868 14.23157 
##    17001    17002    17003    17004    17005    17006    17007    17008 
## 14.63730 13.72846 14.50386 13.42849 13.46889 14.04827 13.50789 14.40881 
##    17009    17010    17011    17012    17013    17014    17015    17016 
## 14.93149 13.71989 14.39598 14.12777 14.18924 14.78178 13.65599 13.57293 
##    17017    17018    17019    17020    17021    17022    17023    17024 
## 13.10265 14.47489 13.98747 15.04567 13.75422 13.21034 15.08953 13.61784 
##    17025    17026    17027    17028    17031    17032    17033    17035 
## 13.54092 14.57005 13.17911 13.90087 12.94963 13.92380 14.39233 14.96479 
##    17036    17037    17038    17040    17041    17042    17043    17044 
## 15.23542 15.09087 14.78266 14.68488 14.29087 14.11108 13.62055 14.29212 
##    17045    17046    17047    17048    17049    17050    17051    17052 
## 14.58024 13.35129 14.40239 13.32056 12.93730 13.99635 13.06745 14.33386 
##    17053    17054    17055    17056    17057    17058    17059    17060 
## 13.45623 13.73932 14.15462 14.41336 13.62080 14.86456 14.42628 12.97370 
##    17061    17062    17063    17064    17065    17066    17067    17068 
## 14.14137 14.56357 13.56125 13.17911 13.99809 14.01991 13.18032 14.79589 
##    17069    17070    17071    17072    17073    17074    17075    17076 
## 14.39316 13.03654 14.29406 12.94716 14.57292 14.09375 13.01758 13.89725 
##    17077    17078    17079    17080    17081    17082    17083    17084 
## 14.18393 14.13506 13.73676 14.17419 13.54140 13.43264 13.21962 12.93907 
##    17085    17086    17087    17088    17089    17090    17091    17092 
## 14.58253 13.01119 14.81435 13.57389 13.91783 14.57531 13.73385 13.76229 
##    17093    17094    17095    17096    17097    17098    17099    17100 
## 12.80012 12.97901 13.44904 13.52665 15.08007 13.56090 13.59672 13.64419 
##    17101    17102    17103    17104    17105    17106    17107    17108 
## 14.10414 13.87542 13.78540 15.03487 14.59934 13.49294 14.25844 13.37042 
##    17109    17110    17111    17112    17113    17114    17115    17116 
## 14.86385 15.04779 14.58392 13.75458 14.19532 13.58732 14.18310 13.80560 
##    17117    17118    17119    17120    17121    17122    17123    17124 
## 13.63104 14.53443 14.16610 13.25256 13.43430 13.25378 14.04102 12.96935 
##    17125    17126    17127    17128    17129    17130    17131    17132 
## 13.61621 13.45999 13.79673 13.99963 13.47793 14.14456 14.80887 14.48470 
##    17133    17134    17135    17136    17137    17138    17139    17140 
## 13.17814 13.44613 14.46157 12.98751 13.45541 14.35447 13.46801 13.08947 
##    17141    17142    17143    17144    17145    17146    17147    17148 
## 14.04664 13.98470 13.09866 13.49869 14.10624 13.50329 14.28167 13.90156 
##    17149    17150    17151    17152    17153    17154    17155    17156 
## 13.51537 13.13987 14.51479 14.51591 14.02074 13.15896 14.43527 12.92663 
##    17157    17158    17159    17160    17161    17162    17163    17164 
## 15.14592 14.60001 14.10151 13.60996 14.41051 14.56037 13.94277 13.18609 
##    17165    17166    17167    17168    17169    17170    17171    17172 
## 14.75318 14.65665 13.98476 13.24403 14.08084 13.10856 14.33723 14.78440 
##    17173    17174    17175    17176    17177    17178    17179    17180 
## 14.39316 13.20094 14.11696 15.00631 14.28142 14.01554 14.29252 14.14836 
##    17181    17182    17183    17184    17185    17186    17187    17188 
## 13.59068 13.49364 14.40103 13.92783 13.90087 14.28191 13.56337 13.72596 
##    17189    17190    17191    17192    17193    17194    17195    17196 
## 13.52207 14.91412 14.11848 13.13380 14.80577 13.83479 13.22115 14.51003 
##    17197    17198    17199    17200    17201    17202    17203    17204 
## 13.59517 14.35874 13.89982 13.61978 13.98516 14.34635 14.58764 12.92639 
##    17205    17206    17208    17209    17210    17211    17212    17213 
## 13.54587 14.50548 14.43207 14.65076 13.55192 14.34585 14.44034 14.48394 
##    17214    17215    17216    17217    17218    17219    17220    17221 
## 13.41383 13.11606 14.10375 12.94321 13.44715 13.68904 14.78178 14.49192 
##    17222    17223    17224    17225    17226    17227    17228    17229 
## 15.00455 14.71749 14.13085 13.55629 14.37127 13.73606 15.08677 13.50259 
##    17230    17231    17232    17233    17234    17235    17236    17237 
## 15.07695 13.43222 14.32508 13.08673 14.43577 14.06695 13.86143 13.48233 
##    17238    17239    17240    17241    17242    17243    17244    17245 
## 13.74491 13.45721 13.42164 13.50037 13.62889 14.38100 13.62238 13.45546 
##    17246    17247    17248    17249    17250    17251    17252    17253 
## 13.68882 13.06897 13.62999 13.11606 14.08789 14.90158 14.06294 13.35271 
##    17254    17255    17256    17257    17258    17259    17260    17261 
## 15.01722 14.78183 14.77534 14.65665 13.88581 14.57358 14.26124 13.91923 
##    17262    17263    17264    17265    17266    17267    17268    17270 
## 14.56304 13.85856 13.94372 14.14974 13.35207 12.94534 15.18558 13.91810 
##    17271    17272    17273    17274    17275    17276    17277    17278 
## 13.56532 13.60683 13.40104 14.14234 13.56951 13.51230 13.90631 12.62906 
##    17279    17280    17281    17282    17283    17284    17285    17286 
## 14.54495 14.66957 14.67875 14.52609 14.77855 13.49986 13.92378 13.48576 
##    17287    17288    17289    17290    17291    17292    17293    17294 
## 14.19375 13.42680 15.07902 14.50920 14.65624 14.78183 14.51654 15.20417 
##    17295    17296    17297    17298    17299    17301    17302    17303 
## 14.76319 12.96996 12.96988 15.07962 13.20716 13.81076 14.62019 13.99272 
##    17304    17305    17306    17307    17308    17309    17310    17311 
## 14.04574 13.64448 14.09874 13.98430 14.99912 14.78964 13.75279 13.85539 
##    17312    17313    17314    17315    17316    17317    17318    17319 
## 14.19668 13.67127 13.99397 13.23709 13.80761 14.70947 14.53105 14.31502 
##    17320    17321    17322    17323    17324    17325    17326    17327 
## 14.23733 13.05954 13.87581 14.14311 13.30785 14.14137 14.54653 13.60432 
##    17328    17329    17330    17331    17332    17333    17334    17335 
## 13.49873 13.77577 13.56951 13.47440 14.37536 14.76825 13.63881 13.99671 
##    17336    17337    17338    17339    17340    17341    17342    17343 
## 13.77459 14.52363 14.43934 13.07294 14.79322 14.41308 13.71942 14.85112 
##    17344    17345    17346    17347    17348    17349    17350    17351 
## 13.44224 13.35049 14.36221 13.08558 13.93974 15.07962 13.32946 13.58578 
##    17352    17353    17354    17355    17356    17357    17358    17359 
## 13.70774 13.80913 14.35642 13.94428 14.47390 14.66335 13.34478 13.76066 
##    17360    17361    17362    17363    17364    17365    17366    17367 
## 13.77366 14.06360 14.02929 13.92154 12.87670 12.62936 14.20748 13.48718 
##    17368    17369    17370    17371    17372    17373    17374    17375 
## 14.19601 13.83229 12.97656 14.39478 14.18513 13.89955 13.51173 13.77752 
##    17376    17377    17378    17379    17380    17381    17382    17383 
## 13.43407 13.68398 13.72635 14.27998 14.66171 14.15016 14.58513 14.76712 
##    17384    17385    17386    17387    17388    17389    17390    17391 
## 14.13056 14.20258 14.60191 14.88706 13.53281 13.37882 14.71760 12.99164 
##    17392    17393    17394    17395    17396    17397    17398    17399 
## 13.38909 13.68716 14.29487 14.15462 14.66171 13.54967 13.38910 14.31403 
##    17400    17401    17402    17403    17404    17405    17406    17407 
## 13.47373 13.01573 14.90542 15.05310 13.42243 13.34405 13.23182 12.58008 
##    17408    17409    17410    17411    17412    17413    17414    17415 
## 13.57015 14.43126 13.36192 13.34806 14.66795 14.07250 14.43074 13.83625 
##    17416    17417    17418    17419    17420    17421    17422    17423 
## 13.49171 14.35816 13.54559 14.64239 13.88915 14.55677 14.60747 13.78063 
##    17424    17425    17426    17427    17429    17430    17431    17432 
## 14.56766 13.08286 14.14620 13.59079 14.12576 14.10307 13.75508 14.20404 
##    17433    17434    17435    17436    17437    17438    17439    17440 
## 14.46875 14.42267 14.43312 15.10432 12.65375 13.91274 13.38644 13.79330 
##    17441    17442    17443    17444    17445    17446    17447    17448 
## 14.79733 14.54779 14.54254 13.59827 13.46741 14.12605 13.52692 14.57181 
##    17449    17450    17451    17452    17453    17454    17455    17456 
## 13.76052 15.08665 13.38491 13.56427 15.15944 13.08112 14.78924 13.53211 
##    17457    17458    17459    17460    17461    17462    17463    17464 
## 13.91087 13.43735 13.42724 14.71567 14.30160 13.79359 13.72341 13.04150 
##    17466    17467    17468    17469    17470    17471    17472    17473 
## 13.30691 14.20020 13.66582 14.53721 14.62614 13.11249 13.54605 13.92088 
##    17474    17475    17476    17477    17478    17479    17480    17481 
## 14.72761 13.67275 13.57727 13.87375 13.53300 13.96684 14.45572 13.57927 
##    17482    17483    17484    17485    17486    17487    17488    17489 
## 15.23442 13.18551 14.15012 14.29726 14.90901 13.89955 14.02451 13.00741 
##    17490    17491    17492    17493    17494    17495    17496    17497 
## 14.26813 13.04334 13.43206 14.96849 14.78416 15.19731 13.99411 13.05049 
##    17498    17499    17500    17501    17502    17503    17504    17505 
## 14.18697 14.28168 13.89290 14.93149 13.91399 13.46770 15.17787 14.09672 
##    17506    17507    17508    17509    17510    17511    17512    17513 
## 13.89894 14.29606 13.62113 14.03445 14.28483 13.96425 12.60297 14.37379 
##    17514    17515    17516    17517    17518    17519    17520    17521 
## 13.59820 13.42985 14.31173 13.22446 14.85776 15.19948 14.81806 13.49900 
##    17522    17523    17524    17525    17526    17527    17528    17529 
## 12.67577 13.21279 14.30909 13.91333 15.04506 13.46682 14.48799 13.98214 
##    17530    17532    17533    17534    17535    17536    17537    17538 
## 14.20922 13.98325 13.70158 13.35325 13.49651 14.14620 12.59177 13.05713 
##    17539    17540    17541    17542    17543    17544    17545    17546 
## 14.45894 12.89005 13.43142 12.67858 14.10905 13.63453 13.48954 12.84926 
##    17547    17548    17549    17550    17551    17552    17553    17554 
## 14.80600 13.22303 12.93407 12.92440 13.31551 14.36434 14.80655 13.41221 
##    17555    17556    17557    17558    17559    17560    17561    17562 
## 13.36471 13.54655 12.62344 13.15868 14.03909 13.73601 13.77676 13.46495 
##    17563    17564    17565    17566    17567    17568    17569    17570 
## 14.66288 14.89739 14.43570 14.14723 14.57831 14.41504 14.05010 14.30014 
##    17571    17572    17573    17574    17575    17576    17577    17578 
## 14.26595 13.40990 13.65687 13.11727 14.75633 14.40898 14.72678 14.52560 
##    17579    17580    17581    17582    17583    17584    17585    17586 
## 14.92844 14.40605 14.22319 13.53206 13.52731 13.88829 13.77841 12.69344 
##    17587    17588    17589    17590    17591    17592    17593    17594 
## 12.82216 14.77534 13.28208 14.70569 14.60310 12.93211 13.29159 14.18135 
##    17595    17596    17597    17598    17599    17600    17601    17602 
## 13.87646 13.45728 13.38672 14.84086 14.43749 14.51501 13.47063 13.23535 
##    17603    17604    17605    17606    17607    17608    17609    17610 
## 13.71851 13.15401 13.92504 13.98157 13.36471 13.63498 14.90195 13.51505 
##    17611    17612    17613    17614    17615    17616    17617    17618 
## 13.15653 13.56779 13.88334 14.88707 13.96032 14.49976 13.50816 13.74935 
##    17619    17620    17621    17622    17623    17624    17625    17626 
## 14.52222 14.40103 13.08628 14.85588 13.00547 13.78685 13.14944 13.18636 
##    17627    17628    17629    17630    17631    17632    17633    17634 
## 13.88731 13.45951 13.98766 13.59369 14.66201 14.56802 14.21838 14.12469 
##    17635    17636    17637    17638    17639    17640    17641    17642 
## 12.89136 15.06431 14.51193 13.75030 13.03216 14.89961 13.01804 13.77637 
##    17643    17644    17645    17646    17647    17648    17649    17650 
## 13.32973 12.55522 13.43029 13.60632 15.19294 13.24900 14.73772 13.76397 
##    17651    17652    17653    17654    17656    17657    17658    17659 
## 13.23105 13.86045 12.86805 13.14967 13.77286 13.76349 14.40843 13.86205 
##    17660    17661    17662    17663    17664    17665    17666    17667 
## 13.01989 13.21474 13.90068 13.21155 13.42864 14.34683 14.54149 13.63028 
##    17668    17669    17670    17671    17672    17673    17674    17675 
## 14.26904 13.04076 14.16253 13.48028 14.93149 14.69866 13.40708 14.77577 
##    17676    17677    17678    17679    17680    17681    17682    17683 
## 13.63165 13.18738 15.13568 13.88915 13.65621 14.77577 13.03127 15.01667 
##    17684    17685    17687    17688    17689    17690    17691    17692 
## 14.09292 14.39027 13.88766 14.58361 14.66288 14.38584 14.76069 14.52064 
##    17693    17694    17695    17696    17697    17698    17699    17700 
## 14.02611 13.60467 13.86308 13.73917 13.87391 14.69933 13.51532 12.97423 
##    17701    17702    17703    17704    17705    17706    17707    17708 
## 14.27413 12.93897 14.48035 14.39316 14.98832 12.97950 14.09455 13.17718 
##    17709    17710    17711    17712    17713    17714    17715    17716 
## 13.91883 13.16220 13.46781 13.10510 14.79578 13.71876 14.22451 13.35290 
##    17718    17719    17720    17721    17722    17723    17724    17725 
## 15.08628 12.90286 13.33752 14.47006 13.05583 13.12669 13.45736 13.49970 
##    17726    17727    17728    17729    17730    17731    17732    17733 
## 14.71670 13.31750 14.30014 14.19601 14.19266 13.18177 14.61518 13.70122 
##    17734    17735    17736    17737    17738    17739    17740    17741 
## 13.51967 15.19931 14.03770 14.34491 15.05310 14.76404 13.39558 14.17497 
##    17742    17743    17744    17745    17746    17747    17748    17749 
## 13.79080 13.75402 13.41910 13.33993 14.05076 13.09815 15.15524 14.75591 
##    17750    17752    17753    17754    17755    17756    17757    17758 
## 13.37291 14.50197 14.78183 13.72543 13.63850 14.20526 13.44509 14.80577 
##    17759    17761    17762    17763    17764    17765    17766    17767 
## 14.63207 14.35880 12.95631 14.13845 14.17729 13.88105 14.30121 13.53873 
##    17768    17769    17770    17771    17772    17773    17774    17775 
## 13.62268 14.27875 12.63975 14.07083 13.09612 13.95693 13.14276 14.36221 
##    17776    17777    17778    17779    17780    17781    17782    17783 
## 13.18568 14.70106 13.51772 13.44206 13.64801 13.62864 13.13207 13.46206 
##    17784    17785    17786    17787    17788    17789    17790    17791 
## 13.89955 14.11767 14.31502 13.35562 13.37210 14.48494 13.87375 13.48441 
##    17792    17793    17794    17795    17796    17797    17798    17799 
## 14.56531 13.43141 14.43777 13.49801 13.49785 14.37914 13.44466 12.90031 
##    17800    17801    17802    17803    17804    17805    17806    17807 
## 14.59537 14.76975 13.94277 13.50939 12.94188 13.89845 12.76315 13.44648 
##    17808    17809    17810    17811    17812    17813    17814    17815 
## 14.01797 13.42903 13.78142 13.57278 14.50013 14.29530 13.70341 14.35140 
##    17816    17817    17818    17819    17820    17821    17822    17823 
## 13.54858 14.62972 13.10809 14.76572 13.48451 13.57792 13.94014 14.77628 
##    17824    17825    17826    17827    17828    17829    17830    17831 
## 13.49765 13.40892 13.67162 14.07287 14.41374 14.92431 14.06655 13.25572 
##    17832    17833    17834    17835    17836    17837    17838    17839 
## 13.07995 13.34175 13.04758 13.53040 13.88765 13.17720 13.74235 14.49256 
##    17840    17841    17842    17843    17844    17845    17846    17847 
## 12.92266 14.42172 13.85994 14.22451 13.56308 14.60112 13.99653 14.18642 
##    17848    17849    17850    17851    17852    17853    17854    17855 
## 12.66235 13.78481 13.02370 13.54711 13.21559 14.17607 12.63323 14.34437 
##    17856    17857    17858    17859    17860    17861    17862    17863 
## 14.50522 12.70913 13.38858 13.59898 14.50425 14.71223 13.59091 14.05356 
##    17864    17865    17866    17867    17868    17869    17871    17872 
## 14.83880 14.63912 13.56951 13.73665 13.71637 14.64682 13.87375 13.44871 
##    17873    17874    17875    17876    17877    17878    17879    17880 
## 13.50452 14.56226 14.30422 13.46320 14.55325 13.08007 14.31855 14.50399 
##    17881    17882    17883    17884    17885    17886    17887    17888 
## 13.47050 13.66731 14.50674 14.76775 15.00388 12.94092 13.44270 14.23112 
##    17889    17890    17891    17892    17893    17894    17895    17896 
## 13.28205 14.30232 14.29542 13.98214 13.62644 14.58718 13.68533 13.88988 
##    17897    17898    17899    17900    17901    17902    17903    17904 
## 13.16477 14.73121 14.42697 14.96457 13.46728 13.76459 14.21614 12.69800 
##    17905    17906    17907    17908    17909    17910    17911    17912 
## 13.69173 14.39598 14.34703 13.65849 14.62023 13.72095 14.59537 13.28952 
##    17913    17914    17915    17916    17918    17919    17920    17921 
## 14.99812 14.62051 14.42944 13.66865 14.65593 13.26496 13.37263 13.83559 
##    17922    17923    17924    17925    17926    17927    17928    17929 
## 14.40714 13.80168 13.23709 14.51705 14.34850 13.21490 14.10601 14.19532 
##    17930    17931    17933    17934    17935    17936    17937    17938 
## 13.61017 14.17086 13.89948 13.54980 13.98610 14.07004 13.50873 13.86071 
##    17939    17940    17941    17942    17943    17944    17945    17946 
## 13.01266 13.99237 14.34168 13.76342 14.65945 13.89444 13.49358 14.64485 
##    17947    17948    17949    17950    17951    17952    17953    17954 
## 13.07020 13.95693 13.28472 14.18308 13.19301 14.14723 13.25210 12.66311 
##    17956    17957    17958    17959    17960    17961    17962    17963 
## 13.84997 15.21228 13.58277 13.09954 13.19268 14.66695 13.50902 14.88265 
##    17964    17965    17966    17967    17968    17969    17970    17971 
## 13.48282 13.62135 14.15945 13.05672 13.82151 13.90342 13.83282 14.75081 
##    17972    17973    17974    17975    17976    17977    17978    17980 
## 14.38113 12.85275 13.39956 14.11027 12.87692 13.49893 13.81313 13.43812 
##    17981    17982    17983    17984    17985    17986    17987    17988 
## 13.95787 13.99719 13.92653 14.48705 13.62690 13.26880 13.73601 12.90762 
##    17989    17990    17991    17992    17993    17994    17995    17996 
## 14.13070 13.48412 13.93828 14.33005 13.14724 13.51387 14.50522 14.61214 
##    17997    17998    17999    18000    18001    18002    18003    18004 
## 13.48334 14.28696 13.90305 13.72949 12.98398 14.74201 13.58714 13.99844 
##    18005    18006    18007    18008    18009    18010    18011    18012 
## 15.02893 15.04434 15.07791 14.28220 14.04349 13.98039 14.31457 13.33901 
##    18013    18014    18015    18016    18017    18018    18019    18020 
## 13.09815 13.58925 13.20434 14.13228 14.78337 13.99788 13.49230 13.55192 
##    18021    18022    18023    18024    18025    18026    18027    18028 
## 13.85427 13.26001 14.61122 14.39636 13.83550 13.59372 13.01900 14.38973 
##    18029    18030    18031    18032    18033    18034    18035    18036 
## 13.68260 13.12678 12.67331 14.24524 14.39864 14.25077 13.23300 13.77070 
##    18037    18038    18039    18040    18041    18042    18043    18044 
## 13.53527 14.03546 14.11292 13.38801 15.16686 13.25284 14.77791 13.63881 
##    18045    18046    18047    18048    18049    18050    18051    18052 
## 13.49098 14.64964 14.11054 13.43486 14.80979 14.35906 13.78477 14.07171 
##    18053    18054    18055    18056    18057    18058    18059    18060 
## 13.81640 14.55347 14.09885 14.74201 13.47661 13.64150 14.74201 13.63419 
##    18061    18062    18063    18064    18065    18066    18067    18068 
## 13.64053 14.07113 14.81263 13.59968 14.90605 13.18285 13.58954 13.52719 
##    18069    18070    18071    18072    18073    18074    18075    18076 
## 15.18825 14.19535 14.86169 14.52133 14.37274 14.48941 13.65868 14.80577 
##    18077    18078    18079    18080    18081    18082    18083    18084 
## 13.49253 13.67350 14.85776 13.16848 14.58989 13.67090 13.17621 13.90839 
##    18085    18086    18087    18088    18089    18090    18091    18092 
## 15.13568 14.22332 14.71300 13.93877 14.62605 14.44239 14.21144 14.53782 
##    18093    18094    18095    18096    18097    18098    18099    18100 
## 13.95693 14.15462 14.66487 13.77775 13.62678 13.10824 14.19079 13.37502 
##    18101    18102    18103    18104    18105    18106    18107    18108 
## 13.04719 13.66708 13.95693 12.57726 13.26109 13.83878 13.59675 13.10568 
##    18109    18110    18111    18113    18114    18115    18116    18117 
## 13.65332 13.02905 13.25798 13.21125 13.26340 13.79194 13.23972 13.92841 
##    18118    18119    18120    18121    18122    18123    18124    18125 
## 13.60244 13.12057 13.00905 13.39336 13.95933 14.43869 14.82785 13.60064 
##    18126    18127    18128    18129    18130    18131    18132    18133 
## 13.60771 13.95798 13.45279 13.08890 15.01667 13.60694 12.93609 14.28006 
##    18134    18135    18136    18137    18138    18139    18140    18141 
## 14.18668 13.85777 14.47219 14.14137 12.89108 13.76385 13.96317 13.91565 
##    18142    18143    18144    18145    18146    18147    18148    18149 
## 14.27824 13.38203 13.38725 13.97082 13.33284 14.48913 13.51117 14.89787 
##    18150    18151    18152    18153    18154    18155    18156    18157 
## 14.16637 14.26141 13.74826 13.74974 14.38899 14.58764 14.43946 13.04376 
##    18158    18159    18160    18161    18162    18163    18164    18165 
## 13.11668 14.05462 14.55201 14.13056 13.60467 13.22612 14.74375 15.01127 
##    18166    18167    18168    18169    18170    18171    18172    18173 
## 14.50949 12.92092 14.46733 14.03743 15.15524 14.46690 14.07083 13.02943 
##    18174    18175    18176    18177    18178    18179    18180    18181 
## 14.57292 13.16477 13.20337 13.73409 14.49192 14.45018 14.79337 15.01667 
##    18182    18183    18184    18185    18186    18187    18188    18189 
## 13.17265 13.50624 13.79194 14.29075 14.50346 14.77108 13.13852 13.00331 
##    18190    18191    18192    18193    18194    18195    18196    18197 
## 13.32472 13.01380 13.72355 13.22850 13.60734 13.40166 13.88473 13.36130 
##    18198    18199    18200    18201    18202    18203    18204    18206 
## 13.44812 13.54447 14.51629 15.16632 13.24459 13.21890 13.86265 15.19507 
##    18207    18208    18209    18210    18211    18212    18213    18214 
## 13.45480 13.80833 14.36331 13.65687 13.63138 13.41620 13.37624 13.45355 
##    18215    18216    18217    18218    18219    18220    18221    18222 
## 14.06585 13.46978 14.77052 12.88885 14.59757 14.55390 14.87017 13.50408 
##    18223    18224    18225    18226    18227    18228    18229    18230 
## 14.48913 13.91615 12.80284 13.20669 12.97834 13.41803 14.36080 14.55526 
##    18231    18232    18233    18234    18235    18236    18237    18238 
## 13.95756 13.11481 13.18916 13.66294 12.92545 14.34159 14.40800 13.51686 
##    18239    18240    18241    18242    18243    18244    18245    18246 
## 13.16887 14.78795 14.61556 14.52833 13.71562 14.64490 14.63100 14.92341 
##    18247    18248    18249    18251    18252    18253    18254    18255 
## 14.53252 13.18677 14.57358 13.91274 14.44441 14.70639 15.08868 13.22616 
##    18256    18257    18258    18259    18260    18261    18262    18263 
## 13.43252 14.60838 14.89326 14.15594 14.51755 13.43209 13.61766 13.76103 
##    18264    18265    18266    18267    18268    18269    18270    18271 
## 14.32671 14.91598 14.74018 14.51539 12.91027 13.62933 13.29854 14.36222 
##    18272    18273    18274    18275    18276    18277    18278    18279 
## 13.61738 13.61892 14.06695 14.74068 14.39365 12.99419 13.27386 13.51585 
##    18280    18281    18282    18283    18284    18285    18286    18287 
## 14.55944 14.41548 13.75193 12.96564 15.20112 14.31383 13.39211 15.03973 
##    18288    18289    18290    18291    18292    18293    18294    18295 
## 14.32437 14.26100 14.28193 13.53583 13.02169 13.73353 14.20846 13.22571 
##    18296    18297    18298    18299    18300    18301    18302    18303 
## 14.52560 14.35691 14.11990 12.92526 13.90129 14.81378 13.62722 13.25441 
##    18304    18305    18306    18307    18308    18310    18311    18312 
## 14.86459 14.71263 14.77534 13.95851 14.02466 14.65506 14.30666 13.95939 
##    18313    18314    18315    18316    18317    18318    18319    18320 
## 14.31236 14.94539 14.76933 14.02808 12.61372 13.80404 13.73422 15.14018 
##    18321    18322    18323    18324    18325    18326    18327    18328 
## 13.56951 13.95172 14.54253 13.56489 13.31358 13.87763 14.08161 13.77397 
##    18329    18330    18331    18332    18333    18334    18335    18336 
## 12.96732 14.30091 14.06437 13.34217 14.00598 14.03434 14.02430 14.53315 
##    18337    18338    18339    18340    18341    18342    18343    18344 
## 13.86625 13.02993 14.48117 14.27177 14.66650 14.78265 13.46872 14.28868 
##    18345    18346    18347    18348    18349    18350    18351    18352 
## 13.65936 13.89805 14.18634 13.61486 12.58712 13.90644 14.08132 14.81512 
##    18353    18354    18355    18356    18357    18358    18359    18360 
## 14.41896 14.01220 15.21189 13.58730 14.10395 13.07521 13.88453 13.26572 
##    18361    18362    18363    18364    18365    18366    18367    18368 
## 14.47138 13.56311 12.94643 13.57492 13.41550 13.40471 14.22414 14.18282 
##    18369    18370    18371    18372    18373    18374    18375    18376 
## 13.32720 14.56857 13.22871 13.49845 13.46918 13.00150 12.67208 14.43563 
##    18377    18378    18379    18380    18381    18382    18383    18384 
## 13.76756 14.36366 13.36268 13.41900 12.96440 13.65579 14.17450 14.02151 
##    18385    18386    18387    18388    18389    18390    18391    18392 
## 13.11641 13.56882 13.53347 14.31579 14.58588 14.13059 14.10969 13.53326 
##    18393    18394    18395    18396    18397    18398    18399    18400 
## 13.51702 13.74575 14.77614 14.01200 12.92269 14.29590 13.34650 13.61233 
##    18401    18402    18403    18404    18405    18406    18407    18408 
## 12.88996 14.58667 13.44948 13.68769 13.97096 14.59712 14.05253 14.02069 
##    18409    18410    18412    18413    18414    18415    18416    18417 
## 13.59852 13.49307 14.36226 14.13642 13.51746 14.19588 14.50625 13.93831 
##    18418    18419    18420    18421    18422    18423    18424    18425 
## 13.87928 14.15539 13.90206 14.07414 14.21549 13.67606 14.09086 14.19600 
##    18426    18427    18428    18429    18430    18431    18432    18433 
## 14.67182 14.90903 14.53116 15.22779 14.92691 14.39556 13.19064 13.14082 
##    18434    18436    18437    18438    18439    18440    18442    18443 
## 14.17624 14.26044 14.76685 14.12388 14.26390 14.15778 14.80654 13.84204 
##    18444    18445    18446    18447    18448    18449    18450    18451 
## 14.07297 14.71300 13.58904 12.90844 14.77129 14.24564 14.58590 13.90382 
##    18452    18453    18454    18455    18456    18457    18458    18459 
## 12.89544 12.98703 14.38131 13.31142 14.06333 13.85799 13.89088 13.07345 
##    18460    18461    18462    18463    18464    18465    18466    18467 
## 13.57029 14.48669 14.36154 14.48786 14.00693 14.64316 14.47897 13.98166 
##    18468    18469    18470    18471    18472    18473    18474    18475 
## 13.04059 13.34198 13.77456 13.51531 12.62833 14.77185 13.09558 13.96161 
##    18476    18477    18478    18479    18480    18481    18482    18483 
## 13.92750 13.92000 13.54471 13.44018 14.50413 14.24458 14.02745 14.36793 
##    18484    18485    18486    18487    18488    18489    18490    18491 
## 14.03963 13.98528 14.42098 14.66425 13.41963 13.10835 13.92011 13.33855 
##    18492    18493    18494    18495    18496    18497    18498    18499 
## 13.19592 13.97178 13.87371 13.57492 14.53377 13.56044 14.37146 13.58419 
##    18500    18501    18502    18503    18504    18505    18507    18508 
## 13.57264 13.01217 14.56874 13.84691 14.12740 13.74007 13.97178 14.21848 
##    18509    18510    18511    18512    18513    18514    18515    18516 
## 14.07254 13.82734 13.93390 15.00723 13.61243 14.51803 15.06598 13.42507 
##    18517    18518    18519    18520    18521    18522    18523    18524 
## 14.10845 14.05227 14.29435 13.46297 13.40250 13.11759 14.09356 13.18723 
##    18525    18526    18527    18528    18529    18530    18531    18532 
## 14.26737 14.10027 14.00111 13.32162 14.56782 13.21364 13.75045 13.68947 
##    18533    18534    18535    18536    18537    18538    18539    18540 
## 14.36511 14.32719 13.99750 13.48555 14.80436 13.45221 13.47971 14.45347 
##    18541    18542    18543    18544    18545    18546    18547    18548 
## 14.64556 14.35803 13.51567 13.24305 14.44877 13.61691 13.34295 14.20999 
##    18549    18550    18551    18552    18553    18554    18555    18556 
## 14.00416 13.27738 13.46444 13.24104 13.84757 13.97757 13.82754 13.53370 
##    18557    18558    18559    18560    18561    18562    18563    18564 
## 13.33167 13.14134 14.85513 14.24366 13.51637 13.03678 13.44520 14.81455 
##    18565    18566    18567    18568    18569    18570    18571    18572 
## 14.91680 14.68565 14.16662 14.86846 13.53181 14.13233 14.43856 13.09514 
##    18573    18574    18575    18576    18577    18578    18579    18580 
## 14.59481 13.94540 14.50781 13.98721 13.80002 13.77570 14.80730 13.95241 
##    18581    18582    18583    18584    18585    18588    18589    18590 
## 13.73071 13.67097 15.23455 13.14439 14.09951 13.42611 13.42345 14.42727 
##    18591    18592    18593    18594    18595    18596    18597    18598 
## 13.17284 14.43201 13.73831 13.71743 12.98726 13.63161 15.18902 14.81104 
##    18599    18600    18601    18602    18603    18604    18605    18606 
## 13.56081 13.56137 14.96192 14.26218 14.77179 13.55522 13.07982 14.30640 
##    18607    18608    18609    18610    18611    18612    18613    18614 
## 14.34272 14.60071 13.11206 13.60309 14.99587 12.74215 13.47167 13.53604 
##    18615    18616    18617    18618    18619    18620    18621    18622 
## 14.46950 14.23984 13.51302 13.77357 14.09629 14.93173 14.34978 13.90302 
##    18623    18624    18625    18626    18627    18628    18629    18630 
## 13.60721 14.63780 13.09920 13.26087 14.24262 14.32441 14.56509 14.44728 
##    18631    18632    18633    18634    18635    18636    18637    18638 
## 14.32621 13.21270 13.54902 13.36549 13.39271 14.03971 13.51101 12.98211 
##    18639    18640    18641    18642    18643    18644    18645    18646 
## 13.52702 13.49675 14.31356 13.10067 13.10831 15.04729 14.50813 13.67225 
##    18647    18648    18649    18650    18651    18652    18653    18654 
## 14.77964 13.78188 14.13363 13.49290 14.43874 13.41670 13.91789 13.45388 
##    18655    18656    18657    18658    18659    18660    18661    18662 
## 13.52071 14.78408 14.20675 14.13368 13.20708 14.33972 12.82472 14.90852 
##    18663    18664    18665    18666    18667    18668    18669    18670 
## 13.72407 12.98989 13.38159 14.40368 14.22832 13.55026 14.82361 14.67929 
##    18671    18672    18673    18674    18675    18676    18677    18678 
## 14.46278 13.86014 14.80497 14.13211 13.83954 13.47176 13.63804 14.19997 
##    18679    18680    18681    18682    18683    18684    18685    18686 
## 13.20344 13.78047 14.52999 13.60393 14.10843 14.11415 14.50667 15.03170 
##    18687    18688    18689    18690    18691    18692    18693    18694 
## 13.99406 13.81696 13.23766 13.86212 14.07152 13.65767 13.32894 14.53315 
##    18695    18696    18697    18698    18699    18700    18701    18702 
## 13.41085 13.55328 14.01072 13.46782 13.86591 14.76630 13.81388 13.85258 
##    18703    18704    18705    18706    18707    18708    18709    18710 
## 14.64402 13.13269 14.59014 13.17317 13.17870 14.77670 13.12548 14.69853 
##    18711    18712    18713    18714    18715    18716    18717    18718 
## 14.62620 13.07925 14.61726 14.67429 14.13516 13.68925 13.96055 14.06353 
##    18719    18720    18721    18722    18723    18724    18725    18726 
## 14.63284 13.63384 13.76956 13.54577 13.60892 13.22471 15.00234 14.43439 
##    18727    18728    18729    18730    18731    18732    18733    18734 
## 14.25647 13.73563 14.77611 14.06899 13.86236 13.38682 14.65742 13.24300 
##    18735    18736    18737    18738    18739    18740    18741    18742 
## 12.73451 14.79105 13.90233 12.86922 14.30198 13.96152 13.21236 13.97210 
##    18743    18744    18745    18746    18747    18748    18749    18750 
## 14.38243 13.46180 14.37857 14.46128 14.11724 13.78165 14.81056 14.28952 
##    18751    18752    18753    18754    18755    18756    18757    18758 
## 14.25069 14.02885 13.49344 14.00407 13.34835 13.76492 13.87399 13.46397 
##    18759    18760    18761    18762    18763    18764    18765    18766 
## 15.15507 14.93729 13.91057 14.63391 14.68299 14.36793 13.10167 13.99277 
##    18767    18768    18769    18770    18771    18772    18773    18774 
## 14.12814 14.02305 13.95333 13.60670 13.44869 13.15855 13.75668 13.51822 
##    18775    18776    18777    18778    18779    18780    18781    18782 
## 13.54785 14.30091 14.22172 14.50757 14.46402 13.58432 14.71340 13.44449 
##    18783    18784    18785    18786    18787    18788    18789    18790 
## 14.51699 13.63715 14.28837 13.58931 13.73823 14.64887 13.88992 14.63284 
##    18791    18792    18793    18794    18795    18796    18797    18798 
## 15.22220 14.60387 14.58719 13.36839 13.71808 14.48625 13.91789 13.61140 
##    18799    18800    18801    18802    18803    18804    18805    18806 
## 12.62519 13.13003 13.69412 14.14214 14.48791 14.53956 13.70018 14.11127 
##    18807    18808    18809    18810    18811    18812    18813    18814 
## 13.09438 14.79281 13.55898 13.77111 13.11168 14.37107 13.50450 13.85064 
##    18815    18816    18817    18818    18819    18820    18821    18822 
## 13.54193 13.73797 13.19742 14.69125 14.28246 14.23655 14.23192 14.63235 
##    18823    18824    18825    18826    18827    18828    18829    18830 
## 14.45827 15.06427 12.95911 14.38888 14.01630 13.90400 14.13064 13.89486 
##    18831    18832    18833    18834    18836    18837    18838    18839 
## 13.53340 14.72786 13.51796 13.44683 14.04977 13.48698 13.39318 13.44784 
##    18840    18841    18842    18843    18844    18845    18846    18847 
## 13.44677 13.29270 13.07578 13.60640 13.92893 13.61343 13.36172 14.30024 
##    18848    18849    18850    18851    18852    18853    18854    18855 
## 14.17691 13.00329 13.63307 12.77910 14.90317 14.15271 15.04729 14.50931 
##    18856    18857    18858    18859    18860    18861    18862    18863 
## 13.47397 12.99201 13.58255 14.47445 12.93724 14.32681 14.47045 14.23275 
##    18864    18865    18866    18867    18868    18869    18870    18871 
## 14.32030 14.48691 14.33655 13.79616 13.64467 14.74050 12.97240 14.46315 
##    18872    18873    18874    18875    18876    18877    18878    18879 
## 13.98775 14.12854 13.70632 14.39176 13.77938 13.48530 13.28491 15.20335 
##    18880    18881    18882    18883    18884    18885    18886    18887 
## 14.40965 13.20574 13.93108 13.49489 13.78662 14.51706 14.02151 13.85827 
##    18888    18889    18890    18891    18892    18893    18894    18895 
## 12.99980 13.22850 13.83994 12.95818 14.87424 15.08621 13.32512 14.38557 
##    18896    18897    18899    18900    18901    18902    18903    18904 
## 14.14654 14.51893 13.90145 14.19745 14.13264 13.60733 13.78853 14.23574 
##    18905    18906    18907    18908    18909    18910    18911    18912 
## 13.19824 13.52322 13.85696 13.50551 13.51883 13.79697 13.71683 13.43708 
##    18913    18914    18915    18917    18918    18919    18920    18921 
## 14.19678 13.16232 14.58222 13.21330 13.73827 13.90197 15.04712 14.14485 
##    18922    18923    18924    18925    18926    18927    18929    18930 
## 14.30024 14.88175 13.68963 14.32613 12.73464 14.42539 14.33344 13.20390 
##    18931    18932    18933    18934    18935    18936    18937    18938 
## 13.22569 14.35152 14.40205 13.43992 13.70670 14.45751 13.20131 12.99642 
##    18940    18941    18942    18943    18944    18945    18946    18947 
## 14.30664 13.56173 14.19286 13.66307 13.46564 14.09758 14.15288 13.74197 
##    18948    18949    18950    18952    18953    18954    18955    18956 
## 14.77235 13.50769 13.07781 13.24430 13.71311 13.98571 14.36488 12.89772 
##    18957    18958    18959    18960    18961    18962    18963    18964 
## 13.85180 14.20258 13.87775 14.07429 14.29607 13.07588 13.44744 14.84094 
##    18965    18966    18967    18968    18969    18970    18971    18972 
## 14.35236 13.49566 13.60278 14.13355 15.08489 14.47494 15.05809 13.60985 
##    18973    18974    18975    18976    18977    18978    18979    18980 
## 14.14516 14.34058 12.71448 13.68243 13.21171 13.13620 13.46389 14.34044 
##    18981    18982    18983    18984    18985    18986    18987    18988 
## 14.15981 13.66900 14.58561 13.39174 12.66253 13.11322 14.31588 13.47887 
##    18989    18990    18991    18992    18993    18994    18995    18996 
## 13.49468 12.86955 13.38602 13.62012 13.88843 13.79545 12.79639 14.66772 
##    18997    18998    18999    19000    19001    19002    19003    19004 
## 13.51357 13.12294 13.77764 13.46505 13.95596 13.14323 14.68418 13.28632 
##    19005    19006    19007    19008    19009    19010    19011    19012 
## 14.03004 14.72900 13.58565 13.65136 13.44744 13.51140 13.48052 15.08089 
##    19013    19014    19015    19016    19017    19018    19019    19020 
## 13.26185 14.41438 14.31475 14.20118 14.26167 13.76751 14.81455 13.10117 
##    19021    19022    19023    19024    19025    19026    19027    19028 
## 13.78836 13.97164 13.47392 13.21949 13.80494 13.11919 14.03203 13.88597 
##    19029    19030    19031    19032    19033    19035    19036    19037 
## 13.34054 13.77294 13.63619 14.35416 14.26816 13.80842 14.03516 14.13652 
##    19038    19039    19040    19041    19042    19043    19044    19045 
## 13.57760 13.80990 13.34891 14.31624 14.30577 13.52494 14.58529 14.16981 
##    19046    19047    19048    19050    19051    19052    19053    19054 
## 15.18902 13.64357 14.42265 13.85074 14.11994 12.89323 14.12577 14.13666 
##    19055    19056    19057    19058    19059    19060    19061    19062 
## 13.81369 13.39992 13.78742 13.77764 13.90854 13.21471 14.78730 14.32519 
##    19063    19064    19065    19066    19067    19068    19069    19070 
## 14.30198 14.56744 14.82593 12.77165 13.38465 13.38203 14.14420 13.77471 
##    19071    19072    19073    19074    19075    19076    19077    19078 
## 14.32017 13.35623 13.34204 14.29924 14.53182 13.12538 15.20625 13.72386 
##    19079    19080    19081    19082    19083    19084    19085    19086 
## 13.66465 14.69759 14.04888 13.35519 13.57210 13.46028 13.99924 14.46971 
##    19087    19088    19089    19090    19091    19092    19093    19094 
## 14.16638 13.57141 13.37428 13.82218 14.20413 13.65061 13.64045 14.76460 
##    19095    19096    19097    19098    19099    19100    19102    19103 
## 13.27779 14.72531 13.91593 13.87015 14.26752 14.29712 13.74675 12.66061 
##    19104    19105    19106    19107    19108    19109    19110    19111 
## 13.35575 13.51861 13.07963 13.50887 13.65236 13.20272 13.65675 14.21726 
##    19112    19113    19114    19115    19116    19117    19118    19119 
## 13.44862 13.36090 13.31731 13.13395 13.94626 14.02946 13.17805 14.04729 
##    19120    19122    19123    19125    19126    19127    19128    19129 
## 13.44657 13.40256 13.90456 13.87924 12.98510 13.75985 13.78543 13.94492 
##    19130    19131    19132    19133    19134    19135    19136    19137 
## 14.91763 14.89642 13.85824 14.58590 14.30955 14.07731 13.53967 14.01833 
##    19138    19139    19140    19141    19142    19143    19144    19145 
## 14.07268 14.13257 13.12373 14.35592 13.55467 13.58354 13.45322 13.44367 
##    19146    19147    19148    19149    19150    19151    19152    19153 
## 14.18733 13.50392 13.49002 14.47107 13.72407 13.45980 13.03146 14.17308 
##    19154    19155    19156    19157    19158    19159    19160    19162 
## 12.74833 13.19124 14.07414 13.64901 14.36306 12.93983 14.76028 14.41893 
##    19163    19164    19165    19166    19167    19168    19169    19170 
## 14.34013 14.16782 14.28011 14.43367 13.78617 12.91311 13.38718 13.85059 
##    19171    19172    19173    19174    19175    19176    19177    19178 
## 13.75865 14.13308 12.99859 13.97210 14.33492 14.60564 13.59317 14.56697 
##    19179    19180    19181    19182    19183    19184    19185    19186 
## 14.45464 13.83926 13.41549 14.20653 13.46510 14.10364 13.76852 15.10028 
##    19187    19188    19189    19190    19191    19192    19193    19194 
## 13.79699 15.21861 13.55279 13.40462 13.28481 13.09496 13.44942 14.68665 
##    19195    19196    19197    19198    19199    19200    19201    19202 
## 12.84896 15.20781 12.85724 13.42123 14.68463 14.05153 13.47858 14.56576 
##    19203    19204    19205    19206    19207    19208    19209    19210 
## 12.76460 14.67569 14.49432 14.01923 13.29706 14.69726 13.35813 14.52745 
##    19211    19212    19213    19214    19215    19216    19217    19218 
## 14.85786 14.77555 13.20454 13.87318 14.33291 14.76944 13.97792 14.37107 
##    19219    19221    19222    19223    19224    19225    19226    19227 
## 14.71942 14.85576 14.28298 13.53528 13.91278 13.44948 13.60241 12.57347 
##    19228    19229    19230    19231    19232    19233    19234    19235 
## 13.33157 14.47374 13.10121 13.71557 14.24353 13.84476 14.90618 14.86707 
##    19236    19237    19238    19239    19240    19242    19243    19244 
## 14.59373 13.65590 13.52702 13.39022 15.16700 13.56118 14.48906 13.41598 
##    19245    19246    19247    19248    19249    19250    19251    19252 
## 14.40959 13.68265 13.88068 13.58915 14.16662 15.21213 13.86244 13.26652 
##    19253    19254    19255    19256    19257    19258    19259    19260 
## 13.21217 13.61853 13.79811 13.78432 13.85074 13.59277 12.67051 12.96523 
##    19261    19262    19263    19264    19265    19266    19267    19268 
## 13.49260 13.53801 14.64228 13.99730 13.08975 13.58221 14.00050 13.68634 
##    19269    19270    19271    19272    19273    19274    19275    19276 
## 13.16480 13.47432 14.19549 13.74164 13.42509 13.35814 13.31255 12.62713 
##    19277    19278    19279    19280    19281    19282    19283    19284 
## 13.03469 14.34784 13.96394 14.32188 14.25873 14.59496 13.80266 14.26368 
##    19285    19286    19287    19288    19289    19290    19291    19292 
## 13.57637 13.10909 15.06457 14.19129 14.06662 12.58631 14.77766 14.69955 
##    19293    19294    19295    19296    19297    19298    19299    19300 
## 13.31044 12.99741 13.59975 14.55754 13.58426 13.81562 13.71358 12.91288 
##    19301    19302    19303    19304    19305    19306    19307    19308 
## 14.10850 13.18824 14.73012 14.53182 14.78870 14.20864 14.14663 13.37857 
##    19309    19310    19311    19312    19313    19314    19315    19316 
## 13.19569 14.18786 13.87488 14.06717 14.76367 13.59618 13.85046 13.09635 
##    19317    19318    19319    19320    19321    19322    19323    19324 
## 14.43834 14.93226 13.51074 13.53988 13.49776 14.04733 13.26342 14.43973 
##    19325    19326    19327    19328    19329    19330    19331    19332 
## 13.63257 13.62943 13.52229 14.18186 14.85114 13.53254 14.12260 13.24598 
##    19333    19334    19335    19336    19337    19338    19339    19340 
## 14.32209 14.07825 14.91675 14.22395 13.58105 14.40554 15.19891 13.96217 
##    19341    19342    19343    19344    19345    19346    19347    19348 
## 14.40916 13.57029 13.71089 13.99286 12.99839 14.15474 13.05131 14.32353 
##    19349    19350    19351    19352    19353    19354    19355    19356 
## 14.41706 14.03427 14.06732 14.11332 14.85954 14.54537 14.57392 13.15495 
##    19357    19358    19359    19360    19361    19362    19363    19364 
## 14.57032 13.02428 14.79281 13.14461 13.45909 13.11310 13.20320 12.67049 
##    19365    19366    19367    19368    19369    19370    19371    19372 
## 13.78407 13.09002 13.09322 13.20464 13.29356 12.94968 14.51829 15.14391 
##    19373    19374    19375    19377    19378    19379    19380    19381 
## 14.28737 13.61720 13.22407 14.29943 13.99488 14.12460 13.21304 13.73504 
##    19382    19383    19384    19385    19386    19387    19388    19389 
## 14.90445 13.61258 14.53315 13.45479 13.55866 14.77814 13.57720 14.02466 
##    19390    19391    19392    19393    19394    19395    19396    19397 
## 14.42265 13.73678 14.41746 14.06869 13.10602 13.31967 13.58703 14.20752 
##    19398    19399    19400    19401    19402    19403    19404    19405 
## 13.54066 13.45031 13.53475 13.29989 14.60387 13.48388 13.97157 13.73914 
##    19406    19407    19408    19409    19410    19411    19412    19413 
## 13.69075 13.55441 13.55307 13.97794 13.25483 12.64020 14.77185 13.93551 
##    19414    19415    19416    19417    19418    19419    19420    19421 
## 13.63788 14.44047 13.57609 12.75184 14.13308 13.67861 13.18189 13.35957 
##    19422    19423    19424    19425    19426    19427    19429    19430 
## 14.57696 13.87973 14.62894 13.56596 14.65308 13.51424 15.01396 13.99349 
##    19431    19432    19433    19434    19435    19436    19437    19438 
## 13.01897 14.65545 13.30587 14.27571 14.33948 14.85579 12.92751 14.20653 
##    19439    19440    19441    19442    19443    19444    19445    19446 
## 14.77611 13.77605 13.60205 13.49863 14.49507 13.79503 13.97569 14.19056 
##    19447    19448    19449    19450    19451    19452    19453    19454 
## 14.69697 13.71674 13.95770 13.72795 13.90664 13.64579 13.57509 13.37610 
##    19455    19456    19457    19458    19459    19460    19461    19463 
## 14.09974 13.91724 14.03509 13.61771 13.45995 14.14333 13.98291 14.53987 
##    19464    19465    19466    19467    19468    19469    19470    19471 
## 13.47839 13.59930 14.77394 13.67210 13.94783 14.38157 14.42574 14.29658 
##    19472    19473    19474    19475    19476    19477    19478    19479 
## 13.41382 14.56401 13.03110 13.56274 13.58105 13.83599 14.80377 13.51614 
##    19480    19481    19482    19483    19484    19485    19486    19487 
## 14.42359 13.03701 13.95458 13.42093 13.68243 12.67685 15.26224 13.43992 
##    19488    19489    19490    19491    19492    19493    19494    19495 
## 14.19873 13.18515 13.89398 14.11032 14.13368 14.74349 14.11146 13.14618 
##    19496    19497    19498    19499    19500    19501    19502    19503 
## 13.97366 14.34215 14.73741 14.54856 14.17449 14.55228 14.32188 13.88533 
##    19504    19505    19506    19507    19508    19509    19510    19511 
## 14.16627 14.05667 13.50739 14.55002 13.45490 13.70270 14.78108 14.50305 
##    19512    19513    19514    19515    19516    19517    19518    19519 
## 14.46211 13.54539 14.69858 13.90934 13.90495 14.43851 13.67413 15.08897 
##    19520    19521    19522    19523    19524    19525    19526    19527 
## 14.35393 13.12865 14.27220 13.94142 14.08623 14.35957 14.18186 14.67399 
##    19528    19529    19530    19531    19532    19533    19534    19535 
## 13.21044 13.64868 14.52033 13.80218 14.45751 14.18826 14.32756 14.07864 
##    19536    19537    19538    19539    19540    19541    19542    19543 
## 14.11071 13.42651 14.02337 14.29745 14.66598 13.12786 14.12562 13.18406 
##    19544    19545    19546    19547    19548    19549    19550    19551 
## 13.29164 14.86934 14.90682 13.71327 13.61410 14.80654 13.81061 15.18209 
##    19552    19553    19554    19555    19556    19557    19558    19559 
## 13.29096 14.40713 14.14270 13.66659 13.10281 13.79428 14.52448 14.11154 
##    19560    19561    19562    19563    19564    19565    19566    19567 
## 13.76693 13.85987 13.66660 13.42665 13.00360 13.00317 14.35700 14.02530 
##    19568    19569    19570    19571    19572    19573    19574    19575 
## 14.69544 13.85829 14.40391 14.43281 13.43749 13.64653 14.41208 13.65751 
##    19576    19577    19578    19579    19580    19581    19582    19583 
## 14.15592 12.92233 14.78495 13.32162 13.46486 13.50847 13.77938 14.42539 
##    19584    19585    19586    19587    19588    19589    19590    19591 
## 13.16520 14.17537 13.09590 14.24422 13.06184 13.55064 13.07986 13.82946 
##    19592    19593    19594    19595    19596    19597    19598    19599 
## 14.19129 13.51248 13.88278 14.52597 13.49228 13.56791 13.35368 13.77184 
##    19600    19601    19602    19603    19604    19605    19606    19607 
## 14.55847 13.96207 13.27520 13.26952 13.61691 13.11014 13.41123 13.09833 
##    19608    19609    19610    19611    19612    19613    19614    19615 
## 13.68225 14.34661 13.43667 13.94607 14.51706 14.35742 14.28408 14.41505 
##    19616    19617    19618    19619    19620    19621    19622    19623 
## 13.92818 13.33633 14.45599 13.04629 13.56565 14.27426 13.14865 14.64759 
##    19624    19625    19626    19627    19628    19629    19630    19631 
## 14.62902 14.11689 14.44052 13.44729 14.13175 15.01088 14.78671 13.99398 
##    19632    19633    19634    19635    19636    19637    19638    19639 
## 14.60065 12.94742 13.45418 13.62682 15.09460 14.09007 13.48657 13.49253 
##    19640    19641    19642    19643    19644    19645    19646    19647 
## 14.42296 13.50933 14.02456 14.21077 13.89235 14.29435 13.62218 14.48568 
##    19648    19649    19650    19651    19652    19653    19654    19655 
## 12.63272 13.53309 14.31744 14.41761 12.65334 12.99140 14.87033 14.06662 
##    19656    19657    19658    19659    19660    19661    19662    19663 
## 13.10036 13.87452 14.10145 13.40202 15.00977 13.93915 13.09598 14.77932 
##    19664    19665    19666    19667    19668    19670    19671    19672 
## 12.94821 13.56575 14.19170 14.05401 13.77014 14.45148 13.45991 13.56521 
##    19673    19674    19675    19676    19677    19678    19679    19680 
## 14.24399 14.78730 13.40610 14.78730 14.01483 14.56604 13.17580 15.03648 
##    19681    19682    19683    19684    19685    19686    19687    19688 
## 13.50929 13.65163 13.48885 14.04441 14.41132 12.79812 14.44566 14.14795 
##    19689    19690    19691    19692    19693    19694    19695    19696 
## 13.64081 14.42265 14.80436 13.92406 15.09031 13.72956 14.05401 14.63780 
##    19697    19698    19699    19700    19701    19702    19703    19704 
## 13.67737 14.44263 14.36147 14.42382 13.69951 13.84853 14.29175 13.11804 
##    19705    19706    19707    19708    19709    19711    19712    19713 
## 13.61746 13.26782 13.07902 13.15547 15.21372 14.81457 13.64361 13.76064 
##    19714    19715    19716    19717    19718    19719    19720    19721 
## 14.47545 13.61173 13.46028 14.66412 13.88298 14.49258 15.22103 13.46888 
##    19722    19723    19724    19725    19726    19727    19728    19729 
## 13.23476 13.76353 13.43896 14.89761 14.06543 14.15373 13.84858 14.27502 
##    19730    19731    19732    19733    19734    19735    19736    19737 
## 14.27730 15.11469 13.95231 14.04305 12.95321 13.13839 13.88587 13.40636 
##    19738    19739    19740    19741    19742    19743    19744    19745 
## 13.41285 13.52620 14.74279 14.07297 13.98166 12.70882 14.38633 14.22033 
##    19746    19747    19748    19749    19750    19751    19752    19753 
## 13.80783 13.64421 13.73504 13.39515 14.75933 14.35210 13.50438 13.11712 
##    19754    19755    19756    19757    19758    19759    19760    19761 
## 13.19680 14.21056 13.69370 13.47112 13.91615 14.60190 13.86244 14.24483 
##    19762    19763    19764    19765    19766    19767    19768    19769 
## 14.37050 15.20625 13.98096 14.00183 13.07987 13.30132 14.42561 14.51722 
##    19770    19771    19772    19773    19774    19775    19776    19777 
## 14.08069 13.74030 13.50551 14.90135 13.74723 13.90169 14.29658 14.51668 
##    19778    19779    19780    19781    19782    19783    19784    19785 
## 14.60917 14.77653 14.41648 13.95568 14.94547 14.83333 14.63061 14.36238 
##    19786    19787    19788    19789    19790    19791    19792    19793 
## 13.99240 14.52938 14.01056 14.19658 14.09006 13.45548 13.81589 13.80266 
##    19794    19795    19796    19797    19798    19799    19800    19801 
## 13.09255 14.35928 13.70788 14.26732 13.61861 13.78191 14.29148 14.29418 
##    19802    19803    19804    19805    19806    19807    19808    19809 
## 14.07747 13.90888 14.26900 13.96911 13.51896 13.51243 13.62744 13.12546 
##    19810    19811    19812    19813    19814    19815    19816    19817 
## 13.84353 14.36773 14.10701 13.93121 14.30325 14.67258 14.70667 14.30144 
##    19818    19819    19820    19821    19822    19823    19824    19825 
## 14.22416 14.46371 13.72795 14.61688 13.10110 14.14453 14.16662 14.43481 
##    19826    19828    19829    19830    19831    19832    19833    19834 
## 14.15539 14.54018 13.53127 13.90303 13.57414 13.91699 13.57266 13.12530 
##    19835    19836    19837    19838    19839    19840    19841    19842 
## 13.46783 13.52953 14.48152 14.17579 13.40756 13.60074 13.79234 13.77938 
##    19843    19844    19845    19846    19847    19848    19849    19850 
## 13.72859 14.31387 13.70423 14.51744 13.28992 12.66432 12.68037 13.64289 
##    19851    19852    19853    19854    19855    19856    19857    19858 
## 15.09120 13.46559 14.42934 14.13642 13.84571 13.87009 14.40316 13.86661 
##    19859    19860    19861    19862    19863    19864    19865    19866 
## 13.53684 12.95871 15.18464 13.29348 13.80384 14.38074 13.79475 14.12854 
##    19867    19868    19869    19870    19871    19872    19873    19874 
## 14.44361 13.78750 13.36523 13.11825 13.72947 14.66072 15.07060 13.19809 
##    19875    19876    19877    19878    19879    19880    19881    19882 
## 13.50848 13.15359 12.95173 13.58600 13.52356 13.65068 13.27309 14.64340 
##    19883    19884    19885    19886    19887    19888    19889    19890 
## 13.93413 14.55805 14.44893 14.35827 14.10258 13.45342 15.20838 13.35863 
##    19891    19892    19893    19894    19895    19896    19897    19898 
## 14.03203 13.87424 13.12345 14.77303 13.89233 14.41896 13.13384 13.76685 
##    19899    19900    19901    19902    19903    19904    19905    19906 
## 14.67399 14.14486 14.64489 15.18945 14.51829 14.10364 13.36892 14.19572 
##    19907    19908    19909    19910    19911    19912    19913    19914 
## 14.22641 14.12067 13.37446 13.98783 13.11342 13.38805 14.28796 13.34903 
##    19915    19916    19917    19918    19919    19920    19921    19922 
## 14.18088 14.41291 13.98824 13.23723 14.46811 14.05253 14.87095 13.97020 
##    19923    19924    19925    19926    19927    19928    19929    19930 
## 14.47029 14.51829 13.58432 13.43527 12.98615 14.27155 13.80398 12.69705 
##    19931    19932    19933    19934    19935    19936    19937    19938 
## 14.67738 14.44375 13.97826 14.29948 13.52343 13.61019 13.71540 14.12562 
##    19939    19940    19941    19942    19943    19944    19945    19946 
## 13.90495 14.56179 14.45550 13.84236 13.07669 14.24018 13.84366 14.17040 
##    19947    19948    19950    19951    19952    19953    19954    19955 
## 14.57290 14.30552 14.04337 14.21024 12.66334 15.03648 13.79408 13.52087 
##    19956    19957    19958    19959    19960    19961    19962    19963 
## 13.98269 14.05253 13.71344 14.80654 14.09896 13.75432 14.16872 14.40719 
##    19964    19965    19966    19967    19968    19969    19970    19971 
## 13.46783 14.08289 14.02711 14.78142 14.76193 14.61809 13.08189 14.18322 
##    19972    19973    19974    19975    19976    19977    19978    19979 
## 14.19721 14.12453 14.36206 13.68398 14.72531 15.04644 13.90823 14.05870 
##    19980    19981    19982    19983    19984    19985    19986    19987 
## 13.71989 12.99060 13.58190 13.25212 14.48117 14.17219 14.96524 14.20600 
##    19988    19989    19990    19991    19992    19993    19994    19995 
## 13.69501 13.71084 14.86637 13.49020 14.49553 13.97160 13.45366 13.58679 
##    19996    19997    19998    19999    20000    20001    20002    20004 
## 14.65967 13.57217 14.47482 14.02837 13.68091 14.88063 12.92587 13.98366 
##    20005    20006    20007    20008    20009    20010    20011    20012 
## 13.62874 13.78165 14.50129 13.87283 13.97260 14.31356 13.42799 14.13162 
##    20013    20014    20015    20016    20017    20018    20019    20020 
## 14.08335 12.93541 13.90211 13.14216 14.35475 14.52843 13.56334 14.81512 
##    20021    20022    20023    20024    20025    20026    20027    20028 
## 14.72421 13.87970 13.32426 14.53921 14.25416 14.20481 13.52631 15.05904 
##    20029    20030    20031    20032    20033    20034    20035    20036 
## 13.64288 14.52843 13.97848 12.95926 13.51114 13.45538 14.32505 15.09120 
##    20037    20038    20039    20040    20041    20042    20043    20044 
## 13.99092 13.96795 14.03912 13.98861 14.21761 14.80730 13.24032 14.77611 
##    20045    20046    20047    20048    20049    20050    20051    20052 
## 13.63692 13.90302 15.19982 13.52343 14.43384 13.51424 15.21263 14.64420 
##    20053    20054    20055    20056    20057    20058    20059    20060 
## 14.42994 14.68307 13.85278 13.50913 14.04729 14.10542 13.88182 14.14310 
##    20061    20062    20063    20064    20065    20066    20067    20068 
## 13.78450 13.17922 14.17133 14.42372 13.77570 13.70413 13.53265 14.71647 
##    20069    20070    20071    20072    20073    20074    20075    20076 
## 12.71592 13.43001 13.86602 12.65439 14.50436 15.20664 13.18530 13.48886 
##    20077    20078    20079    20080    20081    20082    20083    20084 
## 13.12065 13.90146 13.45972 14.75483 15.06462 15.15349 13.19200 13.74298 
##    20085    20086    20087    20088    20089    20090    20091    20092 
## 14.16732 14.37318 13.14589 13.32697 13.46397 14.07676 13.93645 13.02557 
##    20093    20094    20095    20096    20097    20098    20099    20100 
## 13.06349 13.30771 14.14523 14.63237 13.21979 14.64408 13.72636 14.47545 
##    20101    20102    20103    20104    20105    20106    20107    20108 
## 14.51277 14.20510 13.82025 14.48625 13.94160 13.34673 14.18771 13.65182 
##    20109    20110    20111    20112    20113    20114    20115    20116 
## 14.15778 14.86808 14.63237 13.16150 15.06457 13.28789 14.50781 14.35027 
##    20117    20118    20119    20120    20121    20122    20123    20124 
## 14.31632 13.65318 13.65715 13.50077 13.42247 14.36054 13.17443 13.52394 
##    20125    20126    20127    20128    20129    20130    20131    20132 
## 13.84556 13.08125 14.60190 13.90294 13.06811 14.64557 13.56244 13.08895 
##    20133    20134    20135    20136    20137    20138    20139    20141 
## 14.40522 14.33974 13.73579 13.72685 13.54425 12.62792 14.12882 13.82313 
##    20142    20143    20144    20145    20146    20147    20148    20149 
## 13.84040 15.22061 14.29805 14.78028 14.77611 13.95031 14.22528 12.97861 
##    20150    20151    20152    20153    20154    20155    20156    20157 
## 12.96135 13.04277 14.82081 13.22680 13.46200 14.34996 14.79822 13.42759 
##    20158    20159    20160    20161    20162    20163    20164    20165 
## 13.96072 14.16658 13.91413 13.90947 13.41812 13.57622 14.78819 14.20017 
##    20166    20167    20168    20169    20170    20171    20172    20173 
## 13.65218 13.44901 12.76846 13.19987 13.44228 13.47585 13.70222 13.48288 
##    20174    20175    20177    20178    20179    20180    20181    20182 
## 14.29441 13.34032 14.04482 14.51833 13.75970 13.82962 13.89294 14.58967 
##    20183    20184    20185    20186    20187    20188    20189    20190 
## 14.18247 13.39868 14.67784 13.40871 14.66899 14.22640 14.61355 13.65948 
##    20191    20192    20193    20194    20195    20196    20197    20198 
## 14.30754 13.53134 13.78110 14.04004 12.95117 13.68279 13.10386 13.15510 
##    20199    20200    20201    20202    20203    20204    20205    20206 
## 14.91524 13.31848 13.67283 13.72221 13.55563 14.16111 13.27880 13.70640 
##    20207    20208    20209    20210    20211    20212    20213    20215 
## 12.62194 13.95450 13.75926 14.67805 13.69007 14.16738 14.00068 13.99673 
##    20216    20217    20218    20219    20220    20221    20222    20223 
## 13.61986 13.86407 13.86408 14.42741 13.69280 14.09538 14.35397 14.54042 
##    20224    20225    20226    20227    20228    20229    20230    20231 
## 13.94188 12.63510 15.25560 13.79838 14.70539 14.79759 13.49414 14.38924 
##    20232    20233    20234    20235    20236    20237    20238    20239 
## 14.03590 14.90662 13.82038 14.23894 12.98754 13.53495 14.90635 14.09651 
##    20240    20241    20242    20243    20244    20245    20246    20247 
## 13.71303 13.45205 13.52290 13.58303 14.56545 13.96320 13.43456 13.52709 
##    20249    20250    20251    20252    20253    20254    20255    20256 
## 13.73763 14.19593 14.94743 13.48844 13.61483 14.63176 14.59078 13.15244 
##    20257    20258    20259    20260    20261    20262    20263    20264 
## 13.52862 13.52294 14.10250 13.21544 13.35232 14.59874 13.97994 14.42645 
##    20265    20266    20267    20268    20269    20270    20271    20272 
## 13.60836 13.94884 13.21298 13.01139 14.14418 13.44367 13.28530 14.17600 
##    20273    20274    20275    20276    20277    20278    20279    20280 
## 14.36093 14.35102 15.05893 13.97858 13.62137 13.50692 13.91247 14.32401 
##    20281    20282    20283    20284    20285    20286    20287    20288 
## 13.91067 13.53769 14.51988 14.33431 14.17648 14.03333 13.63596 13.34212 
##    20289    20292    20293    20294    20295    20296    20297    20298 
## 13.02450 14.24534 13.28705 14.62122 13.54892 14.82719 14.08319 13.66336 
##    20299    20300    20301    20302    20303    20304    20305    20306 
## 14.42339 15.10416 13.42695 15.04812 14.61594 14.68073 14.90611 13.88852 
##    20307    20308    20309    20310    20311    20312    20313    20314 
## 14.15595 13.86915 14.27486 13.91080 13.82686 13.88633 14.43652 14.16950 
##    20315    20316    20317    20318    20319    20320    20321    20322 
## 13.60496 13.72683 14.84304 13.34994 13.66964 14.26855 13.79532 13.93018 
##    20323    20324    20325    20326    20327    20328    20329    20330 
## 14.11092 14.46955 14.92370 14.31352 13.81048 12.98729 13.91791 13.65000 
##    20331    20332    20333    20334    20335    20336    20337    20338 
## 13.42170 14.78355 14.36084 15.21833 14.07715 13.70215 13.86422 15.22046 
##    20339    20340    20341    20342    20343    20344    20345    20346 
## 13.97262 14.71774 14.44219 14.63889 13.64240 13.77301 13.48931 13.21873 
##    20347    20348    20349    20350    20351    20352    20353    20354 
## 13.21353 13.77218 15.12405 15.21159 14.93353 13.20688 13.17726 14.09251 
##    20355    20356    20357    20358    20359    20360    20361    20362 
## 14.61040 13.47808 13.66017 13.45420 14.83518 14.14575 13.48857 13.71974 
##    20363    20364    20365    20366    20367    20368    20369    20370 
## 13.83364 13.79569 14.32162 13.09896 14.03358 13.98069 13.51727 13.38432 
##    20371    20372    20373    20374    20375    20376    20377    20378 
## 14.69205 13.54529 15.21215 14.09134 14.84213 13.59709 14.11908 13.36274 
##    20379    20380    20381    20382    20383    20384    20385    20386 
## 13.57690 13.60012 14.67153 13.47544 14.88302 13.25156 12.99753 14.82446 
##    20387    20388    20389    20390    20391    20392    20393    20394 
## 14.45188 14.29221 13.99451 13.98534 13.49876 13.71897 13.58161 13.85645 
##    20395    20396    20397    20398    20399    20400    20401    20402 
## 13.17975 13.86549 13.68136 13.83573 13.70138 13.97066 13.21103 13.81509 
##    20403    20404    20405    20406    20407    20408    20409    20410 
## 13.25768 13.11504 14.36425 13.72303 12.98433 14.22798 13.50503 13.42383 
##    20411    20412    20413    20414    20415    20416    20417    20418 
## 13.15915 13.20748 14.10432 14.63364 13.01481 14.33694 13.53377 13.97773 
##    20419    20420    20421    20423    20424    20425    20426    20427 
## 14.91071 15.00304 14.54389 13.15546 14.29825 14.06649 13.19600 14.48312 
##    20428    20429    20430    20432    20433    20434    20435    20436 
## 13.80110 13.58085 13.57348 13.48791 13.21479 14.37789 14.30395 13.79577 
##    20437    20438    20440    20441    20442    20443    20444    20445 
## 14.49050 14.12550 12.96221 14.55461 13.81202 14.01833 13.38479 14.78759 
##    20446    20447    20448    20449    20450    20451    20452    20453 
## 14.20032 12.69938 14.66949 14.42170 14.37037 13.59705 14.61187 14.62803 
##    20454    20455    20456    20457    20458    20459    20460    20461 
## 13.65949 14.83668 14.21405 12.97423 14.44915 14.55736 13.14055 13.25484 
##    20462    20463    20464    20465    20466    20467    20468    20469 
## 14.13470 14.43669 14.24371 13.28697 13.30386 14.10185 13.36506 13.72011 
##    20470    20471    20472    20473    20474    20475    20476    20477 
## 14.18025 13.14734 13.36350 13.33517 14.17986 15.20887 14.01131 14.08864 
##    20478    20479    20480    20481    20482    20483    20484    20485 
## 15.21022 13.99498 14.46459 13.50813 14.03804 14.33205 13.43991 13.98182 
##    20486    20487    20488    20489    20490    20491    20492    20493 
## 13.79254 13.52855 12.93489 13.67179 14.29453 14.38201 13.33751 14.42344 
##    20494    20495    20496    20497    20498    20499    20500    20501 
## 13.24869 13.54349 13.18023 13.84945 13.93171 13.21927 14.26616 13.64740 
##    20502    20503    20504    20505    20506    20507    20508    20509 
## 14.50488 13.56238 14.13138 13.95897 13.61742 13.54316 13.07664 14.40557 
##    20510    20511    20512    20513    20514    20515    20516    20517 
## 14.25604 14.92644 14.46170 14.78059 13.99040 13.00603 12.75151 12.68752 
##    20518    20519    20520    20521    20522    20523    20524    20525 
## 13.92803 14.42162 13.04774 14.05120 14.40276 14.60514 13.39812 13.51375 
##    20526    20527    20528    20529    20530    20531    20532    20533 
## 13.40455 13.78770 13.90199 14.79549 14.11074 13.99466 15.07878 14.10527 
##    20534    20535    20536    20537    20538    20539    20540    20541 
## 14.83800 14.61397 14.36158 13.19795 14.08085 14.04119 13.28026 13.05470 
##    20543    20544    20545    20546    20547    20548    20549    20550 
## 13.49533 13.30530 13.26131 13.64878 14.56159 14.41698 15.07767 13.17868 
##    20551    20552    20553    20554    20555    20556    20558    20559 
## 14.24943 13.70648 13.87096 13.61032 14.16747 14.10680 13.76779 13.39230 
##    20560    20561    20562    20563    20564    20565    20566    20567 
## 14.69854 15.23438 13.43132 13.97133 14.40308 14.37177 14.52739 13.62232 
##    20568    20569    20570    20571    20572    20573    20574    20575 
## 13.57853 13.17102 15.01867 13.58867 14.40478 14.94936 14.23713 14.64407 
##    20576    20578    20579    20580    20581    20582    20583    20584 
## 13.05216 14.17339 13.96668 13.73449 13.28247 14.31498 13.13191 13.72946 
##    20585    20586    20587    20588    20589    20590    20591    20592 
## 15.22046 13.51998 13.09737 13.37938 13.88660 12.98531 13.05186 13.80891 
##    20593    20594    20595    20596    20597    20598    20599    20600 
## 14.54064 14.78162 13.47133 13.34216 14.65458 14.98748 13.19303 13.81118 
##    20601    20602    20603    20604    20605    20606    20607    20608 
## 13.86082 14.48950 14.13595 13.80090 14.41524 14.69951 14.30416 14.89581 
##    20609    20610    20611    20612    20613    20614    20615    20616 
## 14.64407 13.66898 13.90210 14.09025 13.45070 14.31757 14.11575 14.06618 
##    20617    20618    20619    20620    20621    20622    20623    20624 
## 13.27624 14.18427 14.53121 14.79702 13.01424 12.91785 14.00233 13.57813 
##    20625    20626    20627    20628    20629    20630    20631    20632 
## 13.54020 13.97921 13.61764 13.89740 13.60083 13.15278 13.62553 13.81357 
##    20633    20634    20635    20636    20637    20638    20639    20640 
## 13.20545 13.54336 13.26535 14.09311 14.51888 12.78872 13.32848 14.10076 
##    20641    20642    20643    20644    20645    20646    20647    20648 
## 13.77583 13.63043 13.48951 14.14664 13.63881 14.02709 15.04487 13.07352 
##    20649    20650    20651    20652    20653    20654    20655    20656 
## 13.20720 14.88885 13.65204 14.56961 14.18247 13.12572 13.11823 14.16985 
##    20657    20658    20659    20660    20661    20662    20663    20664 
## 13.48348 13.68020 15.23401 13.95897 15.22230 15.05714 14.16550 14.59378 
##    20665    20666    20667    20668    20669    20670    20671    20672 
## 13.49215 14.47823 14.79840 13.50896 13.56870 13.83543 14.04618 13.39700 
##    20673    20674    20675    20676    20677    20678    20679    20680 
## 13.08879 13.55572 14.18657 13.23730 14.56545 13.48679 13.84133 14.70233 
##    20681    20682    20683    20684    20685    20686    20687    20688 
## 15.22046 13.75389 14.51482 14.73295 14.29944 13.59331 13.80644 13.41807 
##    20689    20690    20691    20692    20693    20694    20695    20696 
## 13.01280 13.97512 13.76367 13.34231 14.11845 14.63102 13.48618 13.73014 
##    20697    20698    20699    20700    20701    20702    20703    20704 
## 14.19539 14.81292 13.41080 14.52138 14.45134 13.49178 13.47824 13.99557 
##    20705    20706    20707    20708    20709    20710    20711    20712 
## 13.49091 14.79937 14.56610 13.91510 14.53272 13.83263 13.35773 14.33205 
##    20713    20714    20715    20716    20717    20718    20719    20720 
## 13.14416 14.54206 13.75392 14.39157 13.54340 13.24518 13.75143 14.93856 
##    20721    20722    20723    20724    20725    20726    20727    20728 
## 13.98014 13.97016 13.79285 13.88799 13.77441 13.88088 13.81025 13.64860 
##    20729    20730    20731    20732    20733    20734    20735    20736 
## 14.59806 13.67404 13.45808 13.58062 14.80804 14.24173 13.12807 13.39788 
##    20737    20738    20739    20740    20741    20742    20743    20744 
## 13.05059 15.05928 14.20817 14.17766 12.83671 14.92697 14.14745 14.14515 
##    20745    20746    20747    20748    20749    20751    20752    20753 
## 14.46605 13.65337 14.58024 14.18043 14.83786 13.68852 12.68660 13.15581 
##    20754    20755    20756    20757    20758    20759    20760    20761 
## 14.46426 13.19329 15.13040 13.40816 13.63838 14.65284 14.21905 14.16163 
##    20762    20763    20764    20765    20766    20767    20768    20769 
## 12.97789 14.25691 14.34080 13.47226 14.65284 13.51377 14.67979 13.10536 
##    20770    20771    20772    20773    20774    20775    20776    20777 
## 14.43739 14.10129 13.53019 13.13585 14.73738 14.19498 13.41870 14.45451 
##    20778    20779    20780    20781    20782    20784    20785    20786 
## 13.58720 14.13887 14.21500 13.70011 14.69010 14.14515 13.34821 13.55565 
##    20787    20788    20789    20790    20791    20792    20793    20794 
## 13.97253 13.69120 14.03460 14.38003 13.82855 14.33293 13.80502 13.91606 
##    20795    20796    20797    20798    20799    20800    20801    20802 
## 12.95491 13.30572 14.18537 13.21162 14.10850 14.87687 14.03683 13.78967 
##    20803    20804    20805    20806    20807    20808    20809    20810 
## 13.47337 13.31586 13.85140 12.95688 13.70177 13.91029 13.64819 12.67161 
##    20811    20812    20813    20814    20815    20816    20817    20818 
## 13.04473 14.20837 15.11701 13.42005 13.92035 15.03441 14.08084 14.00277 
##    20819    20820    20821    20822    20823    20824    20825    20826 
## 14.88880 13.80615 13.11611 15.21396 12.67073 13.62862 14.01946 14.43215 
##    20827    20828    20829    20830    20831    20832    20833    20834 
## 13.92131 14.59280 13.62376 14.38312 13.59221 13.68598 14.75020 14.60142 
##    20835    20836    20837    20838    20839    20840    20841    20842 
## 14.91115 13.58022 13.24654 12.93901 13.12707 13.62201 14.32551 14.42673 
##    20843    20844    20845    20846    20847    20848    20849    20850 
## 13.93985 13.59339 14.90809 13.74030 13.41053 13.45300 14.05745 14.47728 
##    20851    20852    20853    20854    20855    20856    20857    20858 
## 13.61102 13.49765 14.18211 13.55340 12.96333 13.50895 13.78159 14.06226 
##    20859    20860    20861    20862    20863    20864    20865    20866 
## 13.63250 15.10583 13.89389 13.48664 14.17327 13.35855 14.16092 13.56965 
##    20867    20868    20869    20870    20871    20872    20874    20875 
## 14.02069 13.65017 13.72634 13.46094 13.88970 13.53405 13.98858 13.79969 
##    20876    20877    20878    20879    20880    20881    20882    20883 
## 13.56932 14.64917 13.76551 13.23882 13.78752 13.61516 14.47881 14.07278 
##    20884    20885    20886    20887    20888    20889    20890    20891 
## 13.72372 14.75100 14.21750 14.75128 14.01780 13.41187 14.06456 14.61766 
##    20892    20894    20895    20897    20898    20899    20900    20901 
## 14.42344 13.40311 13.63072 13.08544 14.15744 14.87979 12.99719 14.89530 
##    20902    20903    20904    20905    20906    20907    20908    20909 
## 13.80405 13.71794 13.90771 13.37684 13.65800 13.14386 14.24483 14.31012 
##    20910    20911    20912    20913    20914    20915    20916    20917 
## 13.40112 13.91349 13.99257 13.87391 13.41756 13.69004 14.18202 13.52696 
##    20918    20919    20920    20921    20922    20923    20924    20925 
## 13.25323 13.33449 14.29768 12.98150 13.22623 14.01558 14.22939 13.79265 
##    20926    20927    20928    20929    20930    20931    20932    20933 
## 14.00083 14.57890 14.38490 14.25855 13.77099 13.76369 14.60468 13.11902 
##    20934    20935    20936    20937    20938    20939    20940    20941 
## 13.25974 14.14042 13.92295 13.73206 14.05342 14.12967 13.44804 14.33638 
##    20942    20943    20944    20945    20946    20947    20948    20949 
## 13.45787 13.63593 13.23830 14.48766 13.52485 13.30070 14.47782 13.62168 
##    20950    20951    20952    20953    20954    20955    20956    20957 
## 13.32556 14.49045 13.16233 14.38201 14.53946 13.32096 14.42344 13.58236 
##    20958    20959    20960    20961    20962    20963    20964    20965 
## 13.53754 12.68631 13.37750 14.64569 14.54260 14.64569 13.59421 13.88633 
##    20966    20967    20968    20969    20970    20971    20972    20973 
## 14.77213 13.80191 13.59381 13.68482 13.99384 14.42344 14.21084 14.32327 
##    20974    20975    20976    20977    20978    20979    20980    20981 
## 14.15250 13.61577 13.20068 13.19095 12.76053 13.51463 14.21697 13.60159 
##    20982    20983    20984    20985    20986    20987    20988    20989 
## 14.63414 14.42173 13.27293 14.84712 13.52427 14.20894 14.33938 14.10573 
##    20990    20991    20992    20993    20994    20995    20996    20997 
## 14.12925 13.62291 14.06685 13.62677 14.37767 14.82719 14.82719 13.70982 
##    20998    20999    21000    21001    21002    21003    21004    21005 
## 14.15199 14.51203 14.32681 13.86806 14.97723 14.43781 14.00474 14.21709 
##    21007    21008    21009    21010    21011    21012    21013    21014 
## 13.50461 13.47971 13.40881 14.07491 13.41184 13.10529 14.65406 13.32635 
##    21015    21016    21017    21018    21019    21020    21021    21022 
## 13.75022 12.66444 14.60142 14.24610 13.66898 13.56394 13.78694 13.64122 
##    21023    21024    21025    21026    21027    21028    21029    21030 
## 13.55156 14.51426 13.78337 13.48483 13.52774 14.55579 13.89190 13.62320 
##    21031    21032    21033    21034    21035    21036    21037    21038 
## 13.46171 13.75150 14.73421 12.73442 14.73943 13.94385 13.64961 14.79471 
##    21039    21040    21041    21042    21043    21044    21045    21046 
## 14.35514 13.93372 14.67922 14.06618 12.97292 14.58888 14.98748 14.65967 
##    21048    21049    21050    21051    21052    21053    21054    21055 
## 14.09912 13.12878 13.61562 13.06933 14.04272 13.50670 14.02687 13.49478 
##    21056    21057    21058    21059    21060    21061    21062    21063 
## 13.71318 13.39640 13.10075 13.36529 14.42336 14.26560 14.52913 13.26808 
##    21064    21065    21066    21067    21068    21069    21070    21071 
## 13.62229 13.78193 14.89574 14.46019 13.02654 14.29171 14.00457 13.80461 
##    21072    21073    21074    21075    21076    21077    21078    21079 
## 14.69691 13.57666 14.64743 13.88660 14.56607 13.50722 13.61577 13.62936 
##    21080    21081    21082    21083    21084    21085    21086    21087 
## 13.11023 13.74002 13.89136 14.32514 14.16747 14.16723 14.35119 13.66161 
##    21088    21089    21090    21091    21092    21093    21094    21095 
## 13.65310 13.27375 13.62344 13.41213 13.01629 13.28371 14.01979 13.52132 
##    21096    21097    21098    21099    21100    21101    21102    21103 
## 13.47721 13.35642 13.95700 14.01780 14.33755 13.37728 13.06464 14.59078 
##    21104    21105    21106    21107    21108    21109    21110    21111 
## 14.47818 13.93087 13.43749 13.90968 14.56669 14.99706 13.18432 13.20640 
##    21112    21113    21114    21115    21116    21117    21118    21119 
## 13.10235 13.40478 14.14734 14.15380 14.13470 14.30631 13.85493 14.29476 
##    21120    21121    21122    21123    21124    21125    21126    21127 
## 14.21050 13.44250 13.75035 15.07839 14.40836 14.73934 13.59626 13.43785 
##    21128    21129    21130    21131    21132    21133    21134    21135 
## 13.93332 14.05472 13.33320 14.81311 13.99547 14.12193 14.04004 13.21644 
##    21136    21137    21138    21139    21140    21141    21142    21143 
## 13.98014 14.32694 14.36562 13.71204 14.82671 14.38689 14.01131 13.22290 
##    21144    21145    21146    21147    21149    21150    21151    21152 
## 14.18940 14.36097 14.47818 13.30095 13.99324 13.36313 14.62844 14.19892 
##    21153    21154    21155    21156    21157    21158    21159    21160 
## 14.02724 14.52616 14.22458 14.55118 14.09679 13.50484 13.44976 14.57144 
##    21161    21162    21163    21164    21165    21166    21167    21168 
## 13.87096 14.03918 14.67805 13.73317 14.45910 14.23897 13.63429 13.39628 
##    21169    21170    21171    21173    21174    21175    21176    21177 
## 14.91660 14.35872 14.43321 14.13196 13.70258 13.13414 13.88535 14.37610 
##    21178    21179    21180    21181    21182    21183    21184    21185 
## 14.82455 13.19938 13.89141 14.06531 13.87512 14.82180 14.32491 13.83206 
##    21186    21187    21188    21189    21190    21191    21192    21193 
## 13.75440 14.36185 12.81645 14.49627 14.51084 14.56500 13.74711 13.75217 
##    21194    21195    21196    21198    21200    21201    21202    21203 
## 14.24762 14.25691 14.67979 14.00556 13.74131 14.30700 14.18062 14.34013 
##    21204    21205    21206    21207    21208    21209    21210    21211 
## 14.18876 12.92160 13.83035 13.73583 13.99644 14.00354 14.74115 13.45750 
##    21212    21213    21214    21215    21218    21219    21220    21221 
## 14.03821 13.61100 13.44299 13.55948 14.01538 14.25809 14.82719 13.46599 
##    21222    21223    21224    21225    21226    21227    21228    21229 
## 14.39619 14.09251 14.60048 14.89581 13.12389 14.21089 14.04161 14.67747 
##    21230    21232    21233    21234    21235    21236    21237    21238 
## 13.55196 13.08295 14.80312 13.65992 13.53125 13.66291 14.57336 13.06010 
##    21239    21240    21241    21242    21243    21244    21245    21246 
## 13.94086 13.37677 13.98846 13.50993 13.75389 13.50428 14.14042 14.22280 
##    21248    21249    21250    21251    21252    21253    21254    21255 
## 15.11452 13.50896 14.25850 14.81251 13.72321 14.52913 13.59829 13.63418 
##    21256    21257    21258    21259    21260    21261    21262    21263 
## 13.62750 14.39125 13.61515 13.10929 14.41730 13.88467 14.11564 13.08795 
##    21264    21265    21266    21267    21268    21269    21270    21271 
## 14.47112 15.04680 13.45286 13.88221 14.17899 14.52463 14.36539 13.42383 
##    21272    21273    21274    21275    21276    21277    21278    21279 
## 13.15425 13.56485 12.71407 13.09915 13.69736 13.88937 13.14228 13.53641 
##    21280    21281    21282    21283    21284    21285    21286    21287 
## 13.18321 12.87666 13.58236 13.79372 13.54497 13.11130 14.59139 13.86375 
##    21288    21289    21290    21291    21292    21293    21294    21295 
## 13.54703 14.30045 14.54215 13.04919 14.11654 14.81862 14.70158 14.11957 
##    21296    21297    21298    21299    21300    21301    21302    21303 
## 15.10580 13.50862 13.68155 13.99675 15.05851 13.08893 14.98283 13.26430 
##    21304    21305    21306    21307    21308    21309    21310    21311 
## 13.63253 13.18568 13.60534 14.43103 13.56731 12.97087 13.83165 13.29276 
##    21312    21313    21314    21315    21316    21317    21318    21319 
## 13.93999 13.27795 14.11437 13.10857 15.01867 13.57639 14.16107 14.36418 
##    21320    21321    21322    21323    21324    21325    21326    21327 
## 13.58745 14.11575 14.82719 15.23310 13.40936 13.98303 15.09250 14.13610 
##    21328    21329    21330    21331    21332    21333    21334    21335 
## 13.59626 14.66855 13.30940 14.60002 13.17198 13.87512 14.23149 14.14515 
##    21336    21337    21338    21339    21340    21341    21342    21343 
## 14.44219 12.78867 14.06150 13.77098 13.55396 13.48573 14.36301 14.78261 
##    21344    21345    21346    21347    21348    21349    21350    21351 
## 12.63287 13.06626 13.81509 14.01497 13.83586 13.38643 13.71510 13.73511 
##    21352    21353    21354    21355    21356    21357    21358    21359 
## 13.60727 13.53949 15.28095 13.64556 14.29278 12.96959 14.75629 13.56490 
##    21360    21361    21362    21363    21364    21365    21366    21367 
## 13.86791 13.50042 13.47406 13.55252 14.30637 14.14745 13.61011 13.13593 
##    21368    21369    21370    21371    21372    21373    21374    21375 
## 15.21658 14.53661 14.74034 14.58014 13.57900 14.82662 13.06698 13.37740 
##    21376    21377    21378    21379    21380    21381    21382    21383 
## 13.39882 13.40272 14.12427 14.49902 14.61780 13.53565 13.47717 13.62701 
##    21384    21385    21386    21387    21388    21389    21390    21391 
## 13.18342 15.08907 13.70624 12.61872 14.17046 14.43740 13.46963 13.30751 
##    21392    21393    21394    21395    21396    21398    21399    21400 
## 13.98678 14.42492 13.16767 14.77053 13.43498 14.11743 14.23553 14.73375 
##    21401    21403    21404    21405    21406    21407    21408    21409 
## 14.07289 14.10482 12.95266 13.24639 12.96819 14.00552 14.19394 13.12441 
##    21410    21411    21412    21413    21414    21415    21416    21417 
## 14.08723 14.61013 13.49936 15.21189 13.13765 13.80889 14.21251 14.81862 
##    21418    21419    21420    21421    21422    21423    21424    21425 
## 14.23022 13.64951 14.62124 14.75095 14.19009 13.11515 14.79937 13.46200 
##    21426    21427    21428    21429    21431    21432    21433    21434 
## 13.63755 13.53246 13.30318 13.39088 13.42319 13.54858 14.79291 13.62168 
##    21435    21436    21437    21438    21439    21440    21441    21442 
## 13.64843 13.63728 13.96331 14.33646 14.91245 13.53785 14.40480 13.77289 
##    21443    21444    21445    21446    21448    21449    21450    21451 
## 14.35415 13.33395 14.44049 14.36949 13.16449 12.94633 13.47183 13.43536 
##    21452    21453    21454    21455    21456    21457    21458    21459 
## 14.43551 14.30815 14.14271 13.91353 13.15322 13.68235 14.05685 13.14324 
##    21460    21461    21462    21463    21464    21465    21466    21467 
## 13.82080 14.22471 13.78265 13.32333 13.38991 14.61766 13.07679 14.71626 
##    21468    21469    21470    21471    21472    21473    21474    21475 
## 13.56819 13.67613 12.89772 13.50149 14.27939 14.44592 14.30089 13.93360 
##    21476    21477    21478    21479    21480    21481    21482    21483 
## 14.80788 14.31405 13.19878 14.43834 14.01874 13.89214 14.02521 14.17751 
##    21484    21486    21487    21488    21489    21490    21491    21492 
## 13.99086 13.92900 14.03520 13.27458 14.13232 14.52287 13.99395 13.90839 
##    21493    21494    21495    21496    21497    21498    21499    21500 
## 13.46789 14.78392 13.67052 13.98220 13.49407 14.04161 14.02080 13.47406 
##    21501    21502    21503    21504    21505    21506    21507    21508 
## 14.02970 14.28872 13.82398 13.10682 13.67356 12.98352 13.75215 14.22987 
##    21509    21510    21511    21512    21513    21514    21515    21517 
## 12.68426 15.10583 12.69092 14.07763 13.52240 14.39985 14.77053 13.54768 
##    21518    21519    21520    21521    21522    21523    21524    21525 
## 13.48658 13.72102 13.69497 13.46084 14.34922 14.57552 14.45642 13.11792 
##    21526    21527    21528    21529    21530    21531    21532    21533 
## 13.46532 13.51076 14.65509 14.10966 14.09599 13.57531 14.72468 14.42658 
##    21534    21535    21536    21537    21538    21539    21540    21541 
## 14.02115 14.38323 14.15597 14.24442 13.51233 12.99715 14.46077 13.92180 
##    21542    21543    21544    21545    21546    21547    21548    21549 
## 13.30373 12.96314 13.49362 14.27112 14.02655 13.44601 14.32162 14.52423 
##    21550    21551    21552    21553    21554    21555    21556    21557 
## 15.08267 12.93956 13.53526 14.94380 13.00101 13.39530 13.15819 13.94401 
##    21558    21559    21561    21562    21563    21564    21565    21566 
## 13.58097 13.66449 13.21355 14.49682 12.97976 13.22689 14.45049 14.36982 
##    21567    21568    21569    21571    21572    21573    21574    21575 
## 14.52476 14.17854 15.21389 13.54422 14.64444 13.65331 13.90619 14.59874 
##    21576    21577    21578    21579    21580    21581    21582    21583 
## 13.66307 14.61187 12.96913 14.63878 14.68768 14.45470 13.13661 13.27930 
##    21584    21585    21586    21587    21588    21589    21590    21591 
## 13.94651 14.51931 13.50828 14.56124 13.23844 12.92234 14.47468 13.69762 
##    21592    21593    21594    21595    21596    21597    21598    21599 
## 13.55396 14.56103 14.79425 14.08864 14.72938 14.31016 14.44591 14.37158 
##    21600    21601    21602    21603    21604    21605    21606    21607 
## 14.35105 13.26286 14.77667 13.22169 13.61895 13.89581 13.54848 13.17902 
##    21608    21609    21610    21611    21612    21613    21614    21615 
## 14.03396 13.77154 14.21448 14.76460 13.50896 13.18704 14.04204 14.90787 
##    21616    21617    21618    21619    21620    21621    21622    21623 
## 13.13399 14.40136 13.57830 14.08008 13.78790 13.27946 14.16821 12.89490 
##    21624    21625    21626    21627    21628    21629    21630    21631 
## 14.49408 12.93703 12.96841 13.68421 14.59972 13.44503 14.95824 14.71626 
##    21632    21633    21634    21635    21636    21637    21638    21639 
## 13.13421 14.21575 13.31711 12.57871 13.98471 13.17524 13.56484 15.10621 
##    21640    21641    21642    21643    21644    21645    21646    21647 
## 13.77378 12.88021 14.56664 14.13523 13.84988 13.57555 14.00238 13.76249 
##    21648    21649    21650    21651    21652    21653    21654    21655 
## 12.76202 14.22976 14.00487 13.63673 13.54714 14.11223 14.85774 14.20778 
##    21656    21657    21658    21659    21660    21661    21662    21663 
## 13.21993 13.62294 13.06961 14.76775 14.31352 14.04092 14.93179 14.08082 
##    21664    21665    21666    21667    21668    21669    21670    21671 
## 13.66197 12.97387 13.79261 14.45996 15.00786 13.88084 13.91280 13.71567 
##    21672    21673    21674    21675    21676    21677    21678    21679 
## 14.91023 12.96549 13.81510 14.90662 14.59139 13.09545 13.39197 12.95990 
##    21680    21681    21682    21683    21684    21685    21686    21687 
## 13.66403 14.39395 13.26535 13.72534 14.79643 13.28880 13.34267 14.29774 
##    21688    21689    21690    21691    21692    21693    21694    21695 
## 14.15348 13.67565 14.49627 13.67641 14.78819 14.01901 14.28872 13.47926 
##    21696    21697    21698    21699    21700    21701    21702    21703 
## 14.52537 14.43033 14.65755 14.73141 13.55147 13.63072 14.21198 14.33985 
##    21704    21705    21706    21707    21708    21709    21710    21712 
## 14.86397 13.81031 13.16729 13.54215 14.72033 15.20010 13.55236 13.20389 
##    21713    21714    21715    21716    21717    21718    21719    21720 
## 14.90666 13.85426 14.78831 14.66426 13.33730 13.04403 13.96855 14.99640 
##    21721    21722    21723    21724    21725    21726    21727    21728 
## 13.62343 15.20795 14.48889 13.89333 14.00961 15.07716 14.50532 13.67960 
##    21729    21730    21731    21732    21733    21734    21735    21736 
## 13.77007 14.55341 14.48675 13.13245 13.09257 14.59078 12.58189 13.79210 
##    21737    21738    21739    21740    21741    21743    21744    21745 
## 13.71020 13.59900 14.00257 14.31018 13.98965 14.56546 14.62787 13.35760 
##    21746    21747    21748    21749    21750    21751    21752    21753 
## 14.03018 13.80777 13.30681 13.44153 13.10344 14.79214 14.40359 13.16434 
##    21754    21755    21756    21757    21758    21759    21760    21761 
## 12.92362 13.58999 14.01883 13.85413 14.00552 14.25251 13.68483 13.99390 
##    21762    21763    21764    21765    21766    21767    21768    21769 
## 13.47818 13.96803 13.28338 13.04779 15.20023 13.55941 14.06914 13.61914 
##    21770    21771    21772    21773    21774    21775    21776    21777 
## 15.22131 14.04824 13.77636 13.73380 13.15198 14.13996 12.65972 13.48085 
##    21778    21779    21780    21781    21782    21783    21784    21785 
## 13.07971 13.66666 13.99823 13.45694 13.38342 13.18644 14.41800 14.31266 
##    21786    21787    21788    21789    21790    21791    21792    21793 
## 14.56675 14.38564 14.21267 14.04988 13.65549 14.79599 14.94434 14.31156 
##    21794    21795    21796    21797    21798    21799    21801    21802 
## 14.06150 13.92800 14.93539 13.25877 14.31785 13.99451 14.46171 14.51084 
##    21803    21804    21805    21806    21807    21808    21809    21810 
## 13.98956 13.75294 14.64970 14.19881 13.19303 13.55518 13.97222 14.05923 
##    21811    21812    21813    21814    21815    21816    21817    21818 
## 14.00202 13.61021 13.59989 13.47255 14.13089 13.72881 14.45343 13.54016 
##    21819    21820    21821    21822    21823    21824    21825    21826 
## 14.54097 13.96914 14.05650 13.66895 13.51202 13.79718 13.41761 14.14354 
##    21827    21828    21829    21830    21831    21832    21833    21834 
## 14.04211 13.89557 13.47500 13.39755 14.46180 13.68904 12.96041 13.47128 
##    21835    21836    21837    21838    21839    21840    21841    21842 
## 12.97124 13.93244 15.00245 13.49603 13.50621 13.77833 14.66501 14.53468 
##    21843    21844    21845    21846    21847    21848    21850    21851 
## 13.82198 14.31817 13.49178 14.26478 12.64061 14.31405 13.63447 14.30218 
##    21852    21853    21854    21855    21856    21857    21858    21859 
## 13.57441 13.72927 13.92843 13.68010 13.49674 13.49603 13.48077 13.96869 
##    21860    21861    21862    21863    21864    21866    21867    21868 
## 14.13034 13.63345 15.01867 14.83007 14.26666 14.21709 14.80288 13.59961 
##    21869    21870    21872    21873    21874    21875    21876    21877 
## 14.26821 14.30280 13.65549 13.11006 13.29062 13.78240 14.30203 14.50465 
##    21878    21879    21880    21881    21882    21883    21884    21885 
## 13.94929 13.60890 14.40480 14.06634 12.87404 14.43900 14.00142 14.31498 
##    21886    21887    21888    21889    21890    21891    21892    21893 
## 13.43833 14.55614 13.79761 14.82719 12.71432 13.45417 13.69555 13.67881 
##    21894    21895    21896    21897    21898    21899    21900    21901 
## 13.52112 13.18929 14.79995 13.37812 14.43900 13.66362 13.52361 13.74002 
##    21902    21903    21904    21905    21906    21907    21908    21909 
## 13.52457 14.46542 15.20578 12.93866 14.23732 14.81688 13.57573 13.45901 
##    21910    21911    21912    21913    21914    21915    21916    21917 
## 14.58058 14.57755 14.48679 14.29855 13.95204 13.47091 13.23420 13.88078 
##    21918    21919    21920    21921    21922    21923    21924    21926 
## 13.93887 14.15761 13.07827 13.31399 13.58071 14.05386 14.65352 14.36243 
##    21927    21928    21929    21930    21931    21932    21933    21934 
## 13.47528 13.97148 14.41702 13.86234 14.28363 14.13565 13.52491 15.21232 
##    21935    21936    21937    21938    21939    21940    21941    21942 
## 13.88413 13.68008 13.38025 13.90199 13.24921 14.57330 13.52481 14.83570 
##    21943    21944    21945    21946    21947    21948    21949    21950 
## 14.21854 13.87512 13.81509 14.71775 13.82544 14.80006 14.17902 13.36575 
##    21951    21952    21953    21954    21956    21957    21958    21959 
## 13.92930 13.70772 14.82042 14.31661 14.32567 14.29476 14.56850 14.42344 
##    21960    21961    21962    21963    21964    21965    21967    21968 
## 14.37213 13.99049 13.52685 13.68896 14.24758 13.00717 14.14367 13.62382 
##    21969    21970    21971    21972    21973    21974    21975    21976 
## 13.57551 14.09858 14.09435 14.03079 14.50484 12.81248 13.84694 13.83165 
##    21977    21978    21979    21980    21981    21982    21984    21985 
## 14.08167 15.19980 13.95987 14.25362 14.60290 12.72377 13.47100 13.98356 
##    21986    21987    21988    21989    21990    21991    21992    21993 
## 13.73616 14.13227 14.50160 13.45462 14.59082 14.32191 13.37262 13.59457 
##    21994    21995    21996    21997    21998    21999    22000    22001 
## 13.53776 13.58732 13.99533 13.86927 13.04938 14.37778 14.53911 14.72457 
##    22002    22003    22004    22005    22006    22007    22008    22009 
## 14.22659 13.78510 13.25045 13.33139 14.24285 14.12763 14.18913 13.48475 
##    22010    22011    22012    22013    22014    22015    22016    22017 
## 14.54679 14.80129 13.70312 14.27525 12.86364 13.25297 13.50679 13.32118 
##    22018    22019    22020    22021    22022    22023    22024    22025 
## 13.48582 13.36882 13.14978 14.10472 13.48645 14.07875 13.40151 14.62601 
##    22026    22027    22028    22029    22030    22031    22032    22033 
## 14.35629 14.45686 13.35080 14.55742 14.01080 14.90917 14.46649 13.63690 
##    22034    22035    22036    22037    22038    22039    22040    22041 
## 14.13056 14.79308 14.15491 13.76284 13.68742 13.67181 14.19081 13.34565 
##    22042    22043    22044    22045    22046    22047    22048    22049 
## 14.38240 13.81784 13.64622 13.23586 13.50974 13.73420 14.35812 13.88124 
##    22050    22051    22052    22053    22054    22055    22056    22057 
## 14.05643 14.32328 14.27136 14.14469 14.20366 14.06651 14.29062 13.37349 
##    22058    22059    22060    22061    22062    22063    22064    22065 
## 13.80301 13.20612 13.61875 13.52634 13.76239 14.59384 13.27781 14.67392 
##    22066    22067    22068    22069    22070    22071    22072    22073 
## 13.47904 14.31043 14.10110 13.97831 13.88479 13.61608 13.71406 14.01085 
##    22074    22075    22076    22077    22078    22079    22080    22081 
## 14.15579 13.65067 13.84407 13.10265 14.48116 13.47108 13.36721 13.55643 
##    22082    22083    22084    22085    22086    22087    22088    22089 
## 14.77301 13.67625 13.47940 14.13520 13.36019 13.47104 13.54670 13.64953 
##    22090    22091    22092    22093    22094    22095    22096    22097 
## 13.30140 13.31525 13.78841 14.35629 14.67566 14.65059 13.61539 12.86377 
##    22098    22099    22101    22102    22103    22104    22105    22106 
## 14.17797 13.59179 14.78789 14.09767 13.55887 12.97915 14.40130 13.02428 
##    22107    22108    22109    22110    22111    22112    22113    22114 
## 14.19125 13.83926 13.66956 13.36895 13.48825 13.79604 13.49868 13.49659 
##    22115    22116    22117    22118    22119    22120    22121    22122 
## 13.56539 13.73043 13.02426 13.72072 13.30975 13.56875 13.37965 14.42236 
##    22123    22124    22125    22126    22127    22128    22129    22130 
## 14.56196 15.11287 14.15849 13.97744 14.21102 14.15766 13.56250 13.58954 
##    22131    22132    22133    22134    22135    22136    22137    22138 
## 14.17059 14.05130 13.66466 14.72192 14.18735 13.68583 13.24449 13.18397 
##    22139    22140    22141    22142    22143    22144    22145    22146 
## 13.55150 14.54856 14.57822 14.09470 13.12947 13.00461 13.02589 14.52280 
##    22147    22148    22149    22150    22151    22153    22154    22155 
## 13.80181 14.07336 13.27664 13.32512 14.43362 14.21217 15.09824 12.98293 
##    22157    22158    22159    22160    22161    22162    22163    22164 
## 14.07361 13.55702 14.90736 13.68422 13.05950 13.69874 14.01147 13.97229 
##    22165    22166    22167    22168    22169    22170    22171    22172 
## 14.29135 13.21135 14.93966 14.61620 13.53602 12.92628 15.04120 14.06961 
##    22173    22174    22175    22176    22177    22178    22179    22180 
## 13.64014 13.23245 15.05467 15.27706 15.14208 13.01679 13.34165 13.06891 
##    22181    22182    22183    22184    22185    22186    22187    22189 
## 13.50385 14.14101 14.19323 14.10900 14.42766 13.79013 13.77861 14.65637 
##    22190    22191    22192    22193    22194    22195    22196    22197 
## 14.59210 13.79238 14.54076 13.20900 14.17549 13.61736 13.90127 13.22037 
##    22198    22199    22200    22201    22202    22203    22204    22205 
## 13.25028 13.82380 14.72466 13.71316 14.65406 13.65101 14.20469 13.70719 
##    22206    22207    22208    22209    22210    22211    22212    22213 
## 12.65220 14.43487 13.18951 13.52189 13.69806 13.10610 13.23275 12.69015 
##    22214    22215    22216    22217    22218    22219    22220    22221 
## 13.56197 13.75618 13.63072 13.70503 13.69068 14.25858 13.57618 14.17919 
##    22223    22224    22225    22226    22227    22228    22229    22230 
## 13.46364 13.44965 14.05171 12.99716 14.14101 13.22991 14.14142 14.01145 
##    22231    22232    22233    22234    22235    22236    22237    22238 
## 13.18357 13.37925 13.16762 13.52308 13.26412 14.16069 13.79965 13.10167 
##    22239    22240    22241    22242    22243    22244    22245    22246 
## 13.85672 13.21866 14.36333 13.42901 14.01506 13.78563 13.13668 13.24565 
##    22247    22248    22249    22250    22251    22252    22253    22254 
## 13.52896 13.59869 13.26711 13.50110 13.17387 13.94616 13.24709 12.98997 
##    22255    22256    22257    22258    22259    22260    22261    22262 
## 14.40143 13.87427 13.77465 13.65067 13.01123 14.57444 13.10899 13.77344 
##    22263    22264    22265    22266    22267    22268    22269    22270 
## 13.10306 13.10800 13.62627 14.24580 13.51942 13.59314 14.58516 13.73695 
##    22271    22272    22273    22274    22275    22276    22277    22278 
## 12.99597 13.75251 15.24794 13.09453 13.45526 13.53076 13.48337 14.05737 
##    22279    22280    22281    22282    22283    22284    22285    22286 
## 14.32373 14.96985 14.56442 13.08850 15.12751 14.19928 14.94330 13.73521 
##    22287    22288    22289    22290    22291    22292    22294    22295 
## 12.71549 13.76922 13.75864 13.16432 13.54742 14.32100 14.08546 14.51154 
##    22296    22297    22298    22299    22300    22301    22302    22303 
## 13.15698 13.70544 12.99368 13.35457 14.36918 14.23386 14.09152 13.44652 
##    22304    22305    22306    22307    22308    22309    22310    22311 
## 14.52462 14.38221 14.82420 14.16342 13.49550 14.46648 13.73656 13.48529 
##    22312    22313    22314    22315    22316    22317    22318    22319 
## 13.11086 13.55850 15.11671 15.22424 13.43398 14.85908 13.19200 13.75585 
##    22321    22322    22323    22324    22325    22326    22327    22328 
## 13.65935 13.01749 13.72607 13.62555 13.30474 14.81673 13.55999 14.32111 
##    22329    22330    22331    22332    22333    22334    22335    22336 
## 12.64576 13.22950 14.74494 13.46979 14.43575 13.98960 14.49497 13.16595 
##    22337    22338    22339    22340    22341    22342    22343    22344 
## 13.28258 13.60825 13.16512 14.52799 13.91591 14.05068 13.68616 14.59756 
##    22345    22346    22347    22348    22349    22350    22351    22352 
## 13.70921 13.21820 14.05391 13.53585 13.53984 14.43529 13.35370 14.18330 
##    22353    22354    22355    22356    22357    22358    22359    22360 
## 15.11777 13.92287 13.76148 13.51795 14.47230 13.75420 13.88476 13.36727 
##    22361    22362    22363    22364    22365    22366    22367    22368 
## 14.24580 13.52235 13.11674 14.88856 14.66253 14.15690 14.26604 14.24211 
##    22369    22370    22371    22372    22373    22374    22375    22376 
## 13.67627 13.11482 13.73569 14.16245 13.83248 14.07555 14.59589 14.76046 
##    22377    22378    22379    22380    22381    22382    22383    22384 
## 14.17919 14.94020 14.00788 14.97626 13.40314 13.46762 12.89451 13.61982 
##    22385    22386    22387    22388    22389    22390    22391    22392 
## 14.77576 13.11527 14.36711 13.55035 14.43267 14.00143 14.12510 13.13823 
##    22393    22394    22395    22396    22397    22398    22399    22400 
## 13.77856 14.43884 14.11142 14.44099 14.76889 13.69721 14.07618 14.67642 
##    22401    22402    22404    22405    22406    22407    22408    22409 
## 13.52192 14.74859 13.63142 14.22341 14.55661 14.30809 13.74990 13.49684 
##    22410    22411    22412    22413    22414    22415    22416    22417 
## 14.06365 13.60559 14.30170 14.80134 13.59087 14.47604 13.14238 14.35218 
##    22418    22419    22420    22421    22422    22423    22424    22425 
## 13.15067 14.58524 14.24135 14.22267 13.73588 13.40509 13.70867 13.61495 
##    22426    22427    22428    22429    22430    22431    22432    22433 
## 13.16646 13.73516 15.06560 13.50052 14.22216 14.51295 13.11807 14.52625 
##    22434    22435    22436    22437    22438    22439    22440    22441 
## 13.65321 14.99192 13.21199 14.13930 13.12838 13.26995 13.80570 12.98632 
##    22442    22443    22444    22445    22446    22447    22448    22449 
## 13.65263 13.66884 13.61050 14.49362 13.13083 13.35922 13.92311 14.83271 
##    22450    22451    22452    22453    22454    22455    22456    22457 
## 13.70698 13.06435 13.59896 13.83704 14.13647 13.71355 14.46172 13.88001 
##    22458    22459    22460    22461    22462    22463    22464    22465 
## 13.21710 13.48734 13.76761 14.71315 13.73565 14.30476 13.82163 13.80128 
##    22466    22467    22468    22469    22470    22471    22472    22473 
## 13.52797 14.78754 14.43455 14.30568 14.71262 14.09548 14.24762 14.51266 
##    22474    22475    22476    22477    22478    22479    22480    22481 
## 13.51952 13.32027 14.41966 13.16739 14.31027 13.80233 13.60477 15.22056 
##    22482    22483    22484    22485    22486    22487    22488    22489 
## 14.19603 13.58507 14.24923 13.71464 13.39517 13.32127 13.59020 14.18244 
##    22490    22491    22492    22493    22494    22495    22496    22498 
## 13.31804 13.65270 13.59218 13.62896 13.80202 13.49941 13.74530 13.56087 
##    22499    22500    22501    22502    22503    22504    22505    22506 
## 14.46648 14.04224 13.56975 13.05033 14.62950 13.27527 15.27233 14.21855 
##    22507    22508    22509    22510    22511    22512    22513    22514 
## 13.71951 13.79719 14.78405 13.44009 14.50099 13.31507 13.98551 14.19415 
##    22515    22516    22517    22518    22519    22520    22521    22522 
## 13.03765 14.14532 13.88920 14.58693 13.81862 12.63765 13.83910 14.60036 
##    22523    22524    22525    22526    22527    22528    22529    22530 
## 13.03884 13.30356 13.05644 14.46838 13.50730 13.99994 13.49975 13.11680 
##    22531    22532    22533    22534    22535    22536    22537    22538 
## 13.76874 13.56844 13.32328 13.27893 14.00139 13.54048 13.86999 14.40984 
##    22539    22540    22542    22543    22544    22545    22546    22547 
## 13.25802 13.98630 13.53339 13.41352 13.68660 15.09739 14.88969 14.22199 
##    22548    22549    22550    22551    22552    22553    22554    22555 
## 14.45147 14.57651 13.87162 13.24713 13.92847 13.55740 15.20602 14.25375 
##    22556    22557    22558    22559    22560    22561    22562    22563 
## 13.99722 14.35111 13.99134 13.87140 13.15261 13.57520 14.03148 14.79054 
##    22564    22565    22566    22567    22568    22569    22570    22571 
## 14.46734 13.31514 14.20328 13.46814 13.94187 13.66679 13.80634 12.99946 
##    22572    22573    22574    22575    22576    22577    22578    22579 
## 13.76417 13.33050 13.95157 13.74801 14.52256 13.11986 13.15148 13.57463 
##    22580    22581    22582    22583    22584    22585    22586    22587 
## 14.14203 14.29868 14.13373 14.50014 14.59944 13.61078 13.66694 13.59130 
##    22588    22589    22590    22591    22592    22593    22594    22595 
## 13.22731 13.45728 14.71589 14.05171 14.05767 12.99263 14.04334 12.74837 
##    22596    22597    22598    22599    22600    22601    22602    22604 
## 14.51513 13.33756 14.52506 13.40274 13.73816 14.45768 14.18659 13.77662 
##    22605    22606    22607    22608    22609    22610    22611    22613 
## 12.76805 15.14382 14.22836 13.45900 14.35097 14.33763 13.88972 13.94790 
##    22614    22615    22616    22617    22618    22619    22620    22621 
## 14.46649 14.13883 14.30258 13.89621 14.44740 13.81104 13.71755 15.07908 
##    22623    22624    22625    22626    22627    22628    22629    22630 
## 14.25108 13.74562 12.75008 13.59938 13.63235 14.65044 14.14377 13.77746 
##    22631    22632    22633    22634    22635    22636    22637    22638 
## 13.48369 13.25097 13.26554 14.85484 13.16595 12.62497 13.65598 13.60476 
##    22639    22640    22641    22642    22643    22644    22645    22646 
## 14.53263 13.69752 14.29062 14.03125 13.20560 13.00815 13.72220 14.34312 
##    22647    22648    22649    22650    22651    22652    22653    22654 
## 12.84741 13.75569 13.88732 14.47839 13.28291 13.38426 13.79311 14.22558 
##    22655    22656    22657    22658    22659    22660    22661    22662 
## 14.41846 14.09194 14.12924 13.52371 12.94536 13.82454 15.07547 13.39492 
##    22663    22664    22665    22667    22668    22669    22670    22671 
## 13.98244 13.43941 14.93212 13.38343 14.42826 13.59710 13.65995 14.51164 
##    22672    22673    22674    22675    22676    22677    22678    22679 
## 13.42156 13.79395 13.37806 14.57576 14.31818 13.96469 13.82974 14.00278 
##    22680    22681    22682    22683    22684    22685    22686    22687 
## 13.20816 13.02184 13.61097 13.29451 13.26554 13.37564 13.39714 13.84800 
##    22688    22690    22691    22692    22693    22694    22695    22696 
## 12.95698 13.47592 13.62883 13.89094 13.96326 13.48685 14.79347 13.34284 
##    22697    22699    22700    22701    22702    22703    22704    22705 
## 13.99165 14.31252 13.20366 13.31569 13.05574 13.33732 13.56045 14.63041 
##    22706    22707    22708    22709    22710    22711    22712    22713 
## 13.16376 14.79289 14.69538 13.80976 14.22582 13.11105 13.88149 13.44923 
##    22714    22715    22716    22717    22718    22719    22720    22721 
## 13.32034 13.06129 14.13119 14.16336 14.85280 14.43091 13.78637 14.39093 
##    22722    22723    22724    22725    22726    22727    22728    22729 
## 14.40119 14.12589 14.12622 14.72925 13.38578 13.08598 13.81221 14.17507 
##    22730    22731    22732    22733    22734    22735    22736    22737 
## 14.01714 13.49252 13.57964 13.10167 13.93529 13.12836 13.25239 13.42450 
##    22738    22739    22740    22741    22742    22743    22744    22745 
## 13.96563 14.08720 13.98844 13.21343 13.80733 13.58288 14.09202 13.63705 
##    22746    22747    22748    22749    22750    22751    22752    22753 
## 13.71951 14.30884 14.02300 13.55418 12.78949 14.82306 14.65697 13.24966 
##    22754    22755    22756    22757    22758    22759    22760    22761 
## 13.78081 13.12244 13.26199 13.10445 13.27817 14.49040 13.80630 13.55373 
##    22762    22763    22764    22765    22766    22767    22768    22769 
## 13.73445 13.60812 14.44178 13.46898 14.08923 13.08862 14.30092 13.38320 
##    22770    22771    22772    22773    22774    22775    22776    22777 
## 12.75400 13.96767 14.01738 13.21055 13.43837 14.81993 13.93705 13.58158 
##    22778    22779    22780    22781    22782    22783    22784    22785 
## 14.12924 13.40762 14.00444 14.42516 15.06371 13.45277 14.13315 13.63285 
##    22787    22788    22789    22790    22791    22792    22793    22794 
## 14.05050 13.17129 14.25395 13.78642 13.81526 13.67647 14.68918 13.71351 
##    22795    22796    22797    22798    22799    22800    22801    22802 
## 14.47728 14.40313 14.90374 15.45067 13.28498 13.86974 14.58712 12.71746 
##    22803    22804    22805    22806    22807    22808    22810    22811 
## 13.64583 13.33479 14.66865 14.24872 14.66537 13.23366 13.87559 13.39718 
##    22812    22813    22814    22815    22816    22817    22818    22819 
## 14.90876 13.66679 13.62221 13.19971 14.54076 13.65176 13.63182 13.22029 
##    22821    22822    22823    22824    22825    22826    22827    22828 
## 14.17900 14.31689 13.53791 14.30938 14.56547 13.77405 14.52462 14.80571 
##    22829    22830    22831    22832    22833    22834    22835    22836 
## 15.18072 13.70750 13.08834 14.97072 14.08720 14.91105 13.76816 13.50950 
##    22837    22838    22839    22840    22841    22842    22843    22844 
## 15.20776 14.11912 14.06227 14.10552 15.02565 13.71638 13.05362 13.15171 
##    22845    22846    22847    22848    22849    22850    22851    22852 
## 15.19566 14.58153 13.72699 13.42151 14.33851 13.07916 13.28402 13.26925 
##    22853    22854    22855    22856    22857    22858    22859    22860 
## 13.45837 13.36159 13.67504 13.74375 14.46451 14.30938 14.07414 13.30408 
##    22861    22862    22863    22864    22865    22867    22868    22870 
## 14.57409 13.83742 13.01893 14.22365 13.39343 13.50181 13.55021 14.16537 
##    22871    22872    22873    22874    22875    22876    22877    22878 
## 13.45385 13.50071 14.41897 14.51591 14.51791 14.08953 13.93242 14.23314 
##    22879    22881    22882    22883    22884    22885    22886    22887 
## 15.20647 14.04656 13.82109 14.33016 13.99994 14.49587 13.15260 13.99515 
##    22888    22889    22890    22891    22892    22893    22894    22895 
## 13.47723 13.56484 13.95138 13.57212 13.50038 14.59414 14.50577 13.61058 
##    22896    22897    22898    22899    22900    22901    22902    22903 
## 14.43487 13.52363 13.59740 14.26997 15.01230 13.87035 13.75528 13.91000 
##    22904    22905    22906    22907    22908    22909    22910    22911 
## 13.11941 13.48342 15.09824 13.76191 14.41912 14.02155 13.21165 14.65973 
##    22912    22913    22914    22915    22916    22917    22918    22920 
## 14.14436 14.37939 13.78175 14.83890 14.62950 14.44262 14.14778 13.62720 
##    22921    22922    22923    22924    22925    22926    22927    22928 
## 13.26984 14.45187 14.49631 13.12866 13.60203 13.41897 14.15331 14.11161 
##    22929    22930    22931    22932    22933    22934    22935    22936 
## 13.31845 14.60396 13.20565 13.74956 13.37988 13.68696 13.00690 13.84619 
##    22937    22938    22939    22940    22941    22942    22943    22944 
## 14.52256 13.10426 13.17390 13.41591 13.31039 14.60865 14.47404 13.97484 
##    22945    22946    22947    22948    22949    22950    22951    22952 
## 14.17450 13.87018 13.97883 14.89067 13.89377 13.58198 14.56547 13.64950 
##    22953    22954    22955    22956    22957    22958    22959    22960 
## 14.05982 14.21777 13.59158 13.23380 13.67503 12.94689 13.65272 14.49842 
##    22961    22962    22963    22964    22965    22966    22967    22968 
## 13.99515 13.51387 14.20914 13.68464 13.55398 14.29683 13.10823 12.67602 
##    22969    22970    22971    22972    22973    22974    22975    22976 
## 13.84168 13.85147 13.77810 14.31293 14.12457 13.71744 15.09144 13.23566 
##    22977    22978    22979    22981    22982    22983    22984    22985 
## 13.74213 13.57218 14.64144 14.18942 13.90293 13.56427 13.40518 13.60319 
##    22986    22987    22988    22989    22990    22991    22992    22993 
## 14.58867 13.59097 14.49362 13.00428 13.65531 14.20298 13.78792 13.49345 
##    22994    22995    22996    22997    22998    22999    23000    23001 
## 14.87971 13.48083 13.42707 14.87459 13.99515 13.52696 15.25016 13.51708 
##    23002    23003    23004    23005    23006    23007    23008    23009 
## 13.57208 14.56531 14.12208 14.17235 14.15018 13.44684 13.95671 13.46331 
##    23010    23011    23012    23013    23014    23015    23016    23017 
## 13.37562 13.59914 14.64943 13.93548 13.96460 13.36816 14.97350 13.80956 
##    23018    23019    23020    23021    23022    23023    23024    23026 
## 13.63962 13.85483 14.72243 14.07669 14.30604 14.10745 14.00739 13.91256 
##    23027    23028    23029    23030    23031    23032    23033    23034 
## 13.67532 13.37556 13.26795 13.62468 13.02501 14.04366 14.12392 13.70151 
##    23035    23036    23037    23038    23039    23040    23041    23042 
## 14.81938 13.73559 14.39892 13.62201 14.55833 13.54926 14.38179 14.56598 
##    23043    23044    23045    23046    23047    23048    23049    23050 
## 14.65459 13.21454 13.71025 13.46594 14.46751 14.39177 14.51591 15.06371 
##    23051    23052    23053    23054    23055    23056    23057    23058 
## 14.18995 13.62120 14.62313 13.56740 14.03477 13.88976 13.93653 13.87919 
##    23059    23060    23061    23062    23063    23064    23065    23066 
## 13.19741 13.26416 13.70816 15.18503 13.55272 14.67492 13.65259 14.12978 
##    23067    23068    23069    23070    23071    23072    23073    23074 
## 14.20302 13.10882 12.98985 14.17352 13.56606 13.46832 13.55828 13.89924 
##    23075    23076    23077    23078    23079    23080    23081    23082 
## 13.12690 13.40368 14.36946 12.68247 13.60442 14.26746 13.78733 13.61643 
##    23083    23084    23085    23086    23087    23088    23089    23090 
## 14.09574 13.45104 13.93205 15.05984 13.11248 14.14739 15.21382 13.19863 
##    23091    23093    23094    23095    23096    23097    23098    23099 
## 13.06954 14.01592 13.89612 14.05290 14.40212 14.51207 13.69234 14.41828 
##    23100    23101    23102    23103    23104    23105    23106    23107 
## 13.33704 13.49905 13.73717 14.19005 14.06724 14.20765 14.54513 13.57325 
##    23108    23109    23110    23111    23112    23113    23115    23116 
## 13.75037 13.40027 13.53280 13.46552 13.01609 13.02207 13.10880 13.57682 
##    23117    23118    23119    23120    23121    23122    23123    23124 
## 14.53591 14.15560 14.20494 13.73303 13.40778 14.66968 14.49586 13.43598 
##    23125    23126    23127    23128    23129    23131    23132    23133 
## 13.20608 14.04341 13.06699 14.36050 13.54988 14.48368 12.75461 14.00930 
##    23134    23135    23136    23137    23138    23139    23141    23142 
## 13.07646 14.82754 13.26817 14.62392 13.46297 13.42018 13.51223 13.41560 
##    23143    23144    23145    23146    23147    23148    23149    23150 
## 13.04953 14.34006 14.70514 14.52130 13.05558 14.82530 13.78989 14.03000 
##    23151    23152    23153    23154    23155    23156    23157    23158 
## 13.29595 14.69212 13.75201 13.78985 14.02877 14.43004 14.54056 13.97115 
##    23159    23160    23161    23162    23163    23164    23165    23166 
## 14.15536 13.82794 13.99470 13.90073 13.55874 13.55083 13.21774 14.13858 
##    23167    23168    23169    23170    23171    23172    23173    23174 
## 14.27971 14.38286 13.74273 14.74886 14.30992 14.55259 14.15279 13.88558 
##    23175    23176    23177    23178    23179    23180    23181    23182 
## 13.96538 14.03095 14.07251 14.84912 12.93396 13.60476 13.32028 14.23104 
##    23183    23184    23185    23186    23187    23188    23189    23190 
## 13.52325 13.82296 14.53387 13.48700 13.96444 14.48990 13.83288 13.72516 
##    23191    23192    23193    23194    23195    23196    23197    23198 
## 13.98054 13.38651 14.44274 14.87881 13.51443 13.73516 13.97287 14.35777 
##    23199    23200    23201    23202    23203    23204    23205    23206 
## 13.08303 15.04280 13.47342 13.88976 14.48476 13.49664 13.29287 13.92957 
##    23207    23208    23209    23210    23211    23212    23213    23214 
## 13.78719 14.30608 14.02240 13.21481 14.14184 13.50483 14.42565 13.66218 
##    23215    23216    23217    23218    23219    23220    23221    23222 
## 14.57477 13.56390 13.20722 14.11892 14.06062 12.64775 14.32442 14.29675 
##    23223    23224    23225    23226    23229    23230    23231    23232 
## 13.72345 13.76967 13.35250 13.63038 14.77079 13.09777 13.55280 14.43710 
##    23233    23234    23235    23236    23237    23238    23239    23240 
## 14.73953 14.35858 13.63112 13.22814 13.08825 13.92383 13.58701 13.83311 
##    23241    23242    23243    23244    23245    23246    23247    23248 
## 13.27998 13.61276 13.63755 14.13119 13.95458 14.35218 14.61118 14.41572 
##    23249    23250    23251    23252    23253    23254    23255    23256 
## 14.33155 13.91433 13.70522 13.64845 14.26038 13.80560 14.43267 13.31510 
##    23257    23258    23259    23260    23261    23262    23263    23264 
## 13.46703 14.81317 14.51357 14.13056 14.01665 13.88810 13.16898 13.17548 
##    23265    23266    23267    23268    23269    23270    23271    23272 
## 13.47922 13.51591 15.21201 13.82343 13.86561 13.48149 13.57189 14.78346 
##    23273    23274    23275    23276    23278    23279    23280    23281 
## 13.90089 13.62839 13.73098 14.09991 14.42594 13.08292 13.03697 13.02301 
##    23282    23283    23284    23285    23286    23287    23288    23289 
## 13.41770 13.51535 14.36449 13.13009 13.46424 14.01499 14.03003 14.16069 
##    23290    23291    23292    23293    23294    23295    23296    23298 
## 13.45113 14.06665 13.40756 14.45699 14.32966 14.52721 13.39575 14.36687 
##    23299    23300    23301    23302    23303    23304    23305    23306 
## 13.13987 14.27596 14.10726 14.32381 13.55465 14.90686 13.65500 13.83765 
##    23307    23308    23309    23310    23311    23312    23313    23314 
## 13.56390 13.14414 13.91156 13.60168 13.92388 13.36968 14.51545 13.34567 
##    23315    23316    23317    23318    23319    23321    23322    23323 
## 13.21341 14.06521 14.08933 14.34751 14.36449 13.51961 13.66888 13.13761 
##    23324    23325    23326    23327    23328    23329    23330    23331 
## 14.14945 13.45170 14.41351 14.22751 13.63243 13.17178 14.50789 14.04757 
##    23332    23333    23334    23335    23336    23337    23338    23339 
## 14.21955 14.56659 13.30181 14.75114 12.96725 13.43577 14.53623 14.53976 
##    23340    23341    23342    23343    23344    23345    23346    23347 
## 13.91967 14.52570 12.98038 13.73113 14.90557 14.74458 13.26327 14.19179 
##    23348    23349    23350    23351    23352    23353    23354    23355 
## 13.76619 13.79342 13.78081 14.64031 14.12472 13.18687 13.81456 13.42264 
##    23356    23357    23358    23359    23360    23361    23362    23363 
## 14.79163 13.88947 13.28431 15.14105 13.09264 14.93442 13.52511 14.44957 
##    23364    23366    23367    23368    23369    23370    23371    23372 
## 13.55703 13.91856 14.16245 13.61816 13.54229 13.14238 13.19496 13.49806 
##    23373    23374    23375    23376    23377    23378    23379    23380 
## 14.35683 13.46385 13.83633 14.56348 13.29585 13.58621 13.40229 13.47159 
##    23381    23382    23383    23384    23385    23386    23387    23388 
## 12.76815 13.50848 14.73994 13.54596 14.23183 14.20903 14.28369 13.92100 
##    23389    23390    23391    23392    23393    23395    23396    23397 
## 13.76347 13.07217 13.75823 13.63897 14.10363 13.68827 13.58333 14.41143 
##    23398    23399    23400    23401    23402    23403    23404    23405 
## 12.64941 12.63487 13.67779 12.68522 13.46086 15.07445 14.47960 12.84594 
##    23406    23407    23408    23409    23410    23411    23412    23413 
## 13.41192 13.93824 13.46882 13.82799 13.43115 14.23656 13.14247 13.99387 
##    23414    23415    23416    23417    23418    23419    23420    23421 
## 14.07137 13.79591 14.62392 13.33068 14.24762 13.80332 13.38300 13.84019 
##    23422    23423    23424    23425    23426    23427    23428    23429 
## 13.82781 14.46402 13.13124 13.69037 13.66071 13.14884 12.98473 14.10252 
##    23430    23431    23432    23433    23434    23435    23436    23437 
## 13.57208 14.14436 14.36206 14.22894 14.15380 15.08570 13.70495 14.00073 
##    23438    23439    23440    23441    23442    23443    23444    23445 
## 12.66529 14.09148 14.10935 13.77746 13.99548 13.03939 13.93798 14.19905 
##    23446    23449    23450    23451    23452    23453    23454    23455 
## 12.89610 13.52779 14.11991 14.17900 14.72405 13.55858 13.48159 13.97957 
##    23456    23457    23458    23459    23460    23461    23463    23464 
## 13.59145 14.32766 13.26914 13.30549 13.10538 13.78357 13.65598 13.79348 
##    23465    23466    23467    23468    23469    23471    23472    23473 
## 14.28546 13.78579 13.92582 13.49935 14.15914 13.43589 13.83006 13.32982 
##    23475    23476    23477    23478    23479    23480    23481    23482 
## 13.57710 13.63943 13.16381 14.18848 15.22056 13.51429 14.14203 14.36024 
##    23483    23484    23485    23486    23488    23489    23491    23492 
## 14.17326 13.07245 14.60548 14.14101 13.99834 13.67741 14.30938 13.71651 
##    23493    23494    23495    23496    23497    23498    23499    23500 
## 13.22029 13.93871 14.15324 13.35157 13.92382 14.14334 12.93552 14.20856 
##    23501    23502    23503    23504    23505    23506    23507    23508 
## 13.48230 14.41609 13.61356 14.87685 14.15845 13.51196 13.97688 14.31084 
##    23509    23510    23511    23512    23513    23514    23515    23516 
## 14.36687 13.74976 14.35734 13.67685 13.90800 13.98057 14.09775 13.18072 
##    23517    23518    23519    23520    23521    23522    23523    23524 
## 13.64009 13.86704 14.90086 13.16878 13.24053 14.54261 12.89958 15.05274 
##    23525    23526    23527    23528    23529    23530    23531    23532 
## 12.75461 13.14996 13.63359 14.20327 14.76416 13.27527 13.62251 13.95491 
##    23533    23534    23535    23536    23537    23538    23539    23540 
## 13.83179 13.59869 14.53503 13.49748 12.96947 13.42368 14.81850 13.64550 
##    23541    23543    23544    23545    23546    23547    23549    23550 
## 14.39863 13.30062 14.09083 13.27489 13.82132 14.39032 13.33427 13.23232 
##    23551    23552    23553    23554    23555    23556    23557    23558 
## 13.45767 13.64916 13.78151 13.90826 14.10423 13.53718 13.31685 14.39892 
##    23559    23560    23561    23562    23563    23564    23565    23566 
## 13.43443 13.68681 13.42018 13.62068 14.44851 13.62378 13.50319 14.39155 
##    23567    23568    23569    23570    23571    23572    23573    23574 
## 13.94076 13.21237 13.72482 13.05978 14.27700 13.91291 13.45822 14.32681 
##    23575    23576    23577    23578    23579    23580    23581    23582 
## 14.11189 13.21187 13.96915 13.45132 13.55387 13.52770 14.64729 14.14377 
##    23583    23584    23585    23586    23587    23589    23590    23591 
## 12.95886 13.96303 13.93251 13.19624 13.77465 13.72986 12.71112 14.14101 
##    23592    23593    23594    23595    23596    23597    23598    23599 
## 13.45450 14.12352 13.58016 13.46638 14.16136 14.55356 13.75427 14.06445 
##    23600    23601    23602    23603    23605    23606    23607    23609 
## 13.26666 13.67762 13.73029 13.73414 13.19673 13.01161 14.22555 13.38563 
##    23610    23611    23612    23613    23614    23615    23616    23617 
## 14.24030 14.36316 14.08938 14.34792 13.03946 14.06412 13.74945 14.18514 
##    23618    23619    23620    23621    23622    23623    23624    23625 
## 13.64808 14.28239 14.15037 13.92518 14.34137 14.10703 14.27642 14.95410 
##    23626    23627    23628    23629    23630    23631    23632    23633 
## 13.92914 13.43152 13.79830 13.44755 15.27330 12.99414 14.79054 14.27898 
##    23634    23635    23637    23638    23639    23640    23641    23642 
## 13.07528 14.53976 14.32741 14.66356 12.84756 13.44097 14.38744 14.61249 
##    23643    23644    23645    23646    23647    23648    23649    23650 
## 14.11882 13.28277 13.39688 13.26901 14.41752 13.75986 13.68733 14.00091 
##    23651    23652    23653    23654    23655    23656    23657    23659 
## 14.47710 13.15136 12.98559 14.23897 14.62207 14.38915 13.13123 14.54438 
##    23661    23662    23663    23664    23665    23666    23667    23668 
## 13.73594 13.50278 13.76471 13.19097 14.63850 14.22079 14.05615 13.48093 
##    23669    23670    23671    23672    23673    23674    23675    23676 
## 13.73940 14.20903 14.65044 13.52458 14.40295 13.81242 13.72334 14.14211 
##    23677    23678    23679    23680    23681    23682    23684    23685 
## 14.79881 13.66836 14.40499 14.59384 13.56594 13.68490 14.64087 14.03304 
##    23686    23687    23688    23689    23690    23691    23692    23693 
## 13.36444 13.45258 13.86824 14.06961 14.62656 14.32503 14.72401 14.77095 
##    23694    23695    23696    23697    23698    23699    23700    23701 
## 12.75628 13.82680 12.79125 13.65056 14.63587 14.31219 13.09611 14.11246 
##    23703    23704    23705    23706    23707    23708    23709    23710 
## 13.45538 13.89283 13.10428 13.99540 13.43885 14.77646 14.51277 14.28864 
##    23711    23712    23713    23714    23715    23717    23718    23719 
## 14.51874 13.22304 12.97407 13.13556 14.65109 14.20742 13.32597 12.97089 
##    23720    23721    23722    23723    23724    23725    23726    23727 
## 13.78767 13.32814 13.05641 13.05961 13.66794 12.90782 14.44878 13.38154 
##    23728    23729    23730    23731    23732    23733    23734    23735 
## 13.42379 14.50437 13.57822 14.29632 13.65672 14.64992 13.13634 13.66212 
##    23736    23737    23738    23739    23740    23741    23742    23743 
## 14.39743 14.48587 14.77299 13.77034 13.91502 13.99242 14.42687 13.48864 
##    23744    23745    23746    23747    23748    23749    23750    23751 
## 14.62890 13.45928 13.51119 14.33275 14.11615 14.53798 13.17799 14.94915 
##    23752    23755    23756    23757    23758    23759    23760    23761 
## 14.00139 13.58500 13.44446 14.15008 13.53054 14.48592 13.44185 14.39101 
##    23762    23763    23764    23766    23767    23768    23769    23770 
## 15.04065 13.46390 13.38578 13.52114 14.38858 13.31279 13.19426 13.04723 
## 
## $lambda.opt
## [1] 0.0003128941
## 
## $lambda
##           lambda         bic nvars
## s0  4.041183e-01  41705.6720     1
## s1  3.682175e-01  39774.6066     2
## s2  3.355061e-01  37867.0444     3
## s3  3.057007e-01  35340.5263     3
## s4  2.785431e-01  33013.9197     3
## s5  2.537981e-01  30889.7436     3
## s6  2.312513e-01  28875.1775     4
## s7  2.107076e-01  26987.6830     4
## s8  1.919889e-01  25243.6386     6
## s9  1.749332e-01  23627.2229     6
## s10 1.593926e-01  22194.6390     6
## s11 1.452326e-01  20935.0288     6
## s12 1.323305e-01  19835.2534     6
## s13 1.205746e-01  18881.2671     6
## s14 1.098631e-01  17792.8646     8
## s15 1.001032e-01  16534.8354    10
## s16 9.121029e-02  15348.1018    11
## s17 8.310742e-02  14296.4208    11
## s18 7.572439e-02  13384.9267    11
## s19 6.899724e-02  12593.3144    12
## s20 6.286772e-02  11739.8900    12
## s21 5.728272e-02  10838.2535    16
## s22 5.219388e-02   9776.8091    16
## s23 4.755712e-02   8857.7604    16
## s24 4.333228e-02   8056.6312    16
## s25 3.948276e-02   7148.0388    19
## s26 3.597522e-02   6206.5439    21
## s27 3.277928e-02   5304.5741    28
## s28 2.986726e-02   4142.8640    31
## s29 2.721393e-02   3031.8515    38
## s30 2.479632e-02   1773.3828    43
## s31 2.259349e-02    406.9197    53
## s32 2.058634e-02  -1129.5457    57
## s33 1.875751e-02  -2534.1901    65
## s34 1.709114e-02  -3997.8584    72
## s35 1.557281e-02  -5391.4905    81
## s36 1.418937e-02  -6772.2614    88
## s37 1.292882e-02  -8141.6849    94
## s38 1.178026e-02  -9386.0331   107
## s39 1.073374e-02 -10631.3037   116
## s40 9.780181e-03 -11807.3520   126
## s41 8.911337e-03 -12919.8829   136
## s42 8.119678e-03 -13922.6910   152
## s43 7.398348e-03 -14977.4173   157
## s44 6.741099e-03 -15909.8186   162
## s45 6.142239e-03 -16693.5887   171
## s46 5.596579e-03 -17404.3419   181
## s47 5.099394e-03 -18049.6144   192
## s48 4.646378e-03 -18673.8476   198
## s49 4.233607e-03 -19214.2410   205
## s50 3.857505e-03 -19681.7555   211
## s51 3.514815e-03 -20022.3450   223
## s52 3.202568e-03 -20406.7568   230
## s53 2.918061e-03 -20748.2179   238
## s54 2.658828e-03 -21064.8252   244
## s55 2.422625e-03 -21367.0267   247
## s56 2.207406e-03 -21545.1093   258
## s57 2.011306e-03 -21703.2769   267
## s58 1.832627e-03 -21794.3427   280
## s59 1.669822e-03 -21948.2147   286
## s60 1.521479e-03 -22141.0496   285
## s61 1.386315e-03 -22234.2144   291
## s62 1.263159e-03 -22339.6119   296
## s63 1.150943e-03 -22493.8961   299
## s64 1.048697e-03 -22531.9177   309
## s65 9.555334e-04 -22601.5457   315
## s66 8.706465e-04 -22641.0146   322
## s67 7.933006e-04 -22707.7810   325
## s68 7.228260e-04 -22743.9753   330
## s69 6.586121e-04 -22748.8385   337
## s70 6.001028e-04 -22806.8467   338
## s71 5.467914e-04 -22805.7962   344
## s72 4.982159e-04 -22824.5736   348
## s73 4.539558e-04 -22866.6730   350
## s74 4.136276e-04 -22792.6004   360
## s75 3.768821e-04 -22830.4870   361
## s76 3.434009e-04 -22888.5238   362
## s77 3.128941e-04 -22894.1616   368
## s78 2.850975e-04 -22839.1878   375
## s79 2.597702e-04 -22892.6328   375
## s80 2.366929e-04 -22846.7160   381
## s81 2.156658e-04 -22823.9342   390
## s82 1.965066e-04 -22851.0334   391
## s83 1.790495e-04 -22804.7342   399
## s84 1.631433e-04 -22804.0150   403
## s85 1.486501e-04 -22804.9743   405
## s86 1.354444e-04 -22821.9174   408
## s87 1.234119e-04 -22854.0151   408
## s88 1.124483e-04 -22874.8101   408
## s89 1.024587e-04 -22852.7586   412
## s90 9.335657e-05 -22861.6389   413
## s91 8.506303e-05 -22842.7538   418
## s92 7.750626e-05 -22828.7689   421
## s93 7.062082e-05 -22811.0216   425
## s94 6.434706e-05 -22801.5021   428
## s95 5.863064e-05 -22851.4572   424
## s96 5.342206e-05 -22856.2307   425
## s97 4.867619e-05 -22877.9973   424
## s98 4.435193e-05 -22842.4057   429
## s99 4.041183e-05 -22844.1131   430
# Lambda
fit.lasso_ebic$lambda.opt
## [1] 0.0003128941

Ouput coefficients

# Extract coefficients
coef_lasso_ebic <- fit.lasso_ebic$coef
coef_matrix_ebic <- as.matrix(coef_lasso_ebic)

# Output non zero coefficients
non_zero <- coef_matrix_ebic !=0
coef_table_ebic <- data.frame(Variable = rownames(coef_matrix_ebic)[non_zero], Coefficients = coef_matrix_ebic[non_zero])
coef_table_ebic <- coef_table_ebic[order(-abs(coef_table_ebic$Coefficients)),]
coef_table_ebic$Coefficients <- round(coef_table_ebic$Coefficients, digits = 4)
coef_table_ebic$Coefficients <- format(coef_table_ebic$Coefficients, scientific = FALSE)

Ouput collapsed coeffs

# Group prefixes for regression output
coef_table_ebic_output <- coef_table_ebic %>%
  mutate(prefix = case_when(
    str_detect(Variable, "address_simple_") ~ "Address indicators",
    str_detect(Variable, "AED_") ~ "AED exchange rates",
    str_detect(Variable, "comm_") ~ "Comm variables",
    str_detect(Variable, "community_") ~ "Community indicators",
    str_detect(Variable, "emirate_") ~ "Emirate variables",
    str_detect(Variable, "area_sq") ~ "Area squared",
    str_detect(Variable, "area") ~ "Area",
    str_detect(Variable, "balcony") ~ "# Balconys",
    str_detect(Variable, "baths_sq") ~ "# Balconys squared",
    str_detect(Variable, "bed_sq") ~ "# Beds squared",
    str_detect(Variable, "bed") ~ "# Beds",
    str_detect(Variable, "furnished") ~ "# Furnished indicator",
    str_detect(Variable, "gold") ~ "Gold price",
    str_detect(Variable, "metro") ~ "Distance to metro",
    str_detect(Variable, "parking") ~ "Parking indicator",
    str_detect(Variable, "lon") ~ "Longitude",
    str_detect(Variable, "gdp") ~ "GDP",
    str_detect(Variable, "hospital") ~ "Distance to hospital",
    str_detect(Variable, "subregion") ~ "Region indicators (by geographic coordinates)",
    str_detect(Variable, "market") ~ "Distance to grocery store",
    str_detect(Variable, "parking") ~ "Parking indicator",
    str_detect(Variable, "subdistrict") ~ "Subdistrict indicators",
    str_detect(Variable, "swimming_pool") ~ "Swimming pool indicator",
    str_detect(Variable, "USD_BTC") ~ "USC-crypto exchange rate",
    str_detect(Variable, "USD_ETH") ~ "USC-crypto exchange rate",
    str_detect(Variable, "PC1_demand") ~ "PCA 1 demand",
    str_detect(Variable, "PC2_demand") ~ "PCA 2 demand",
    str_detect(Variable, "PC2_demand") ~ "PCA 3 demand",
    str_detect(Variable, "PC1_offer") ~ "PCA 1 offer",
    str_detect(Variable, "PC2_offer") ~ "PCA 2 offer",
    str_detect(Variable, "PC3_offer") ~ "PCA 3 offer",
    str_detect(Variable, "(Intercept)") ~ "(Intercept)",
    TRUE ~ "Misc" # For all other cases
  ))
# Collapse the dataframe to only keep the first instance of each prefix
# and count the number of variables of each type
coef_table_ebic_output$Coefficients <- as.numeric(coef_table_ebic_output$Coefficients)
collapsed_coef_matrix_ebic <- coef_table_ebic_output %>%
  group_by(prefix) %>%
  summarise(Mean = mean(100*Coefficients),
            Min = min(100*Coefficients),
            Max = max(100*Coefficients),
            Count = n()) %>%
  mutate(Mean = round(Mean, 2),
         Min = round(Min, 2),
         Max = round(Max, 2)) %>%
  arrange(desc(Count))  # Sorting by Max in descending order

LASSO CV

Fit model

# Fit model
fit.lasso = cv.glmnet(x=as.matrix(x_train_df), y=y_train, nfolds=10)
fit.lasso
## 
## Call:  cv.glmnet(x = as.matrix(x_train_df), y = y_train, nfolds = 10) 
## 
## Measure: Mean-Squared Error 
## 
##        Lambda Index Measure        SE Nonzero
## min 0.0000404   100 0.01858 0.0003612     429
## 1se 0.0004136    75 0.01894 0.0003461     359
fit.lasso$lambda.min
## [1] 4.041183e-05

###Test out of sample

# TEST: RMSE: 330771.3 MAPE: 14.14537 MAE: 186598.
q <- regression_metrics(fit.lasso, x_test_df, y_test, num_scale, y_test_orig)
## 
## RMSE: 351815.4 MAPE: 14.31921 MAE: 190308.5
# TRAIN: RMSE: 222874.8 MAPE: 10.37756 MAE: 142418.3
q <- regression_metrics(fit.lasso, x_train_df, y_train, num_scale, y_train_orig)
## 
## RMSE: 222038.4 MAPE: 10.32757 MAE: 141756.4

Ouput coefficients

# Extract coefficients
coef_lasso <- predict(fit.lasso, type = "coefficients", s = fit.lasso$lambda.min)
coef_matrix <- as.matrix(coef_lasso)

# Output non zero coefficients
non_zero <- coef_matrix !=0
coef_table <- data.frame(Variable = rownames(coef_matrix)[non_zero], Coefficients = coef_matrix[non_zero])
coef_table <- coef_table[order(-abs(coef_table$Coefficients)),]
coef_table$Coefficients <- round(coef_table$Coefficients, digits = 4)
coef_table$Coefficients <- format(coef_table$Coefficients, scientific = FALSE)

Ouput collapsed coeffs

# Group prefixes for regression output
coef_table <- coef_table %>%
  mutate(prefix = case_when(
    str_detect(Variable, "address_simple_") ~ "Address indicators",
    str_detect(Variable, "AED_") ~ "AED exchange rates",
    str_detect(Variable, "comm_") ~ "Comm variables",
    str_detect(Variable, "community_") ~ "Community indicators",
    str_detect(Variable, "emirate_") ~ "Emirate variables",
    str_detect(Variable, "area_sq") ~ "Area squared",
    str_detect(Variable, "area") ~ "Area",
    str_detect(Variable, "balcony") ~ "# Balconys",
    str_detect(Variable, "baths_sq") ~ "# Balconys squared",
    str_detect(Variable, "bed_sq") ~ "# Beds squared",
    str_detect(Variable, "bed") ~ "# Beds",
    str_detect(Variable, "furnished") ~ "# Furnished indicator",
    str_detect(Variable, "gold") ~ "Gold price",
    str_detect(Variable, "metro") ~ "Distance to metro",
    str_detect(Variable, "parking") ~ "Parking indicator",
    str_detect(Variable, "lon") ~ "Longitude",
    str_detect(Variable, "gdp") ~ "GDP",
    str_detect(Variable, "hospital") ~ "Distance to hospital",
    str_detect(Variable, "subregion") ~ "Region indicators (by geographic coordinates)",
    str_detect(Variable, "market") ~ "Distance to grocery store",
    str_detect(Variable, "parking") ~ "Parking indicator",
    str_detect(Variable, "subdistrict") ~ "Subdistrict indicators",
    str_detect(Variable, "swimming_pool") ~ "Swimming pool indicator",
    str_detect(Variable, "USD_BTC") ~ "USC-crypto exchange rate",
    str_detect(Variable, "PC1_demand") ~ "PCA 1 demand",
    str_detect(Variable, "PC2_demand") ~ "PCA 2 demand",
    str_detect(Variable, "PC2_demand") ~ "PCA 3 demand",
    str_detect(Variable, "PC1_offer") ~ "PCA 1 offer",
    str_detect(Variable, "PC2_offer") ~ "PCA 2 offer",
    str_detect(Variable, "PC3_offer") ~ "PCA 3 offer",
    str_detect(Variable, "(Intercept)") ~ "(Intercept)",
    TRUE ~ "Misc" # For all other cases
  ))
# Collapse the dataframe to only keep the first instance of each prefix
# and count the number of variables of each type
coef_table$Coefficients <- as.numeric(coef_table$Coefficients)
collapsed_coef_matrix <- coef_table %>%
  group_by(prefix) %>%
  summarise(Mean = mean(100*Coefficients),
            Min = min(100*Coefficients),
            Max = max(100*Coefficients),
            Count = n()) %>%
  mutate(Mean = round(Mean, 2),
         Min = round(Min, 2),
         Max = round(Max, 2)) %>%
  arrange(desc(Count))  # Sorting by Max in descending order

Investigate percentage error

# Average percentage error 
pred <- predict(fit.lasso, newx = as.matrix(x_test_df), s = fit.lasso$lambda.min, type = "response")
  
if (log_price) {
    pred <- exp(pred)
    y_test <- y_test_orig
}

compare_df <- data.frame(y_test = y_test, predictions = pred)
compare_df$perc_error <- abs((compare_df$y_test-compare_df$s1)/compare_df$y_test)*100
compare_df$error <- abs(compare_df$s1 -compare_df$y_test)

# Calculate the deciles
deciles <- quantile(compare_df$perc_error, probs = seq(0, 1, by = 0.1), na.rm = TRUE)
print(deciles)
##           0%          10%          20%          30%          40%          50% 
## 6.216556e-03 2.039516e+00 3.911439e+00 6.156523e+00 8.551416e+00 1.100608e+01 
##          60%          70%          80%          90%         100% 
## 1.383982e+01 1.738460e+01 2.192804e+01 2.924770e+01 2.149165e+02

Graphs

# Prepare data for graphs 
test_graph <- data.frame(x_test_unscaled)
test_graph$perc_error <- compare_df$perc_error
test_graph$error  <- compare_df$error

test_graph$price <- compare_df$y_test
test_graph 
# Graph abs error
plot_abs_error<- ggplot(test_graph, aes(x = price, y = error)) +
  theme_minimal() +
  geom_point(color = '#1f77b4' ,size = 0.5) +  # Scatter plot points
  xlab("Price") +
  ylab("Absolute Error") + 
    theme(legend.position="none",
        text = element_text(size = 16),  # Adjust the font size here
        axis.title = element_text(size = 16),  # Adjust the title font size
        axis.text = element_text(size = 10)) +  # Adjust the axis text font size
  scale_x_continuous(labels = scales::comma) 
plot_abs_error

# Graph prediction error

#Prepare data
test_graph_dt <- test_graph %>% as.data.table

test_graph_dt[, community := 'Dubai Marina']

test_graph_dt<- test_graph_dt %>%
  .[community_Jumeirah.Beach.Residence..JBR.==T, community := 'Jumeirah Beach \n Residence (JBR)'] %>%
  .[community_Jumeirah.Lake.Towers..JLT.==T, community := 'Jumeirah Lake \n Towers (JLT)'] %>%
  .[community_Jumeirah.Village.Circle..JVC.==T, community := 'Jumeirah Village \n Circle (JVC)']


plot_perc_error_community <- ggplot(test_graph_dt[test_graph_dt$perc_error < 100], 
                                    aes(y=community, x=perc_error, color=community)) + 
  geom_violin(aes(fill = community,
                  fill = after_scale(colorspace::lighten(fill, .2))),
              draw_quantiles = c(0.05, 0.25, 0.5, 0.75, 0.95),
              size = 0.2, scale='width', colour = "black") +
  stat_summary(fun=mean, geom="point", shape=16, size=3, color="black") + # Highlight the mean in red
  theme_minimal() + 
  theme(legend.position="none",
        text = element_text(size = 16), 
        axis.title = element_text(size = 16),
        axis.text = element_text(size = 10),
        axis.ticks = element_line(size = 0.8),
        axis.title.y.left=element_text(color="black", size=14),
        axis.text.y.left=element_text(color="black", size=12),
        axis.title.y.right=element_text(color="black", size=14),
        axis.text.y.right=element_text(color="black", size=14),
        axis.text.x=element_text(size=12),
        axis.title.x=element_text(size=16),
        plot.title = element_text(hjust = 0.5, size = 16, face = "bold")) +
  scale_x_continuous(labels = scales::comma) +
  labs(y='', x="Prediction Error (%)") 
## Warning: Duplicated aesthetics after name standardisation: fill
## Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
## ℹ Please use `linewidth` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.
## Warning: The `size` argument of `element_line()` is deprecated as of ggplot2 3.4.0.
## ℹ Please use the `linewidth` argument instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.
plot_perc_error_community

# Graph percentage error
plot_perc_error<- ggplot(test_graph, aes(x = price, y = perc_error)) +
  theme_minimal() +
  geom_point(color = '#1f77b4' ,size = 0.5) +  # Scatter plot points
  xlab("Price") +
  ylab("Percentage Error") + 
    theme(legend.position="none",
        text = element_text(size = 16),  # Adjust the font size here
        axis.title = element_text(size = 16),  # Adjust the title font size
        axis.text = element_text(size = 10)) +  # Adjust the axis text font size
  scale_x_continuous(labels = scales::comma) 
test_graph$community_var <- test_graph_dt$community

dubai_marina_data <- test_graph %>% 
  filter(community_var == 'Dubai Marina')

# Graph percentage error for Dubai Marina
plot_perc_error<- ggplot(dubai_marina_data, aes(x = price, y = perc_error)) +
  theme_minimal() +
  geom_point(color = '#1f77b4' ,size = 0.5) +  # Scatter plot points
  xlab("Price") +
  ylab("Percentage Error") + 
    theme(legend.position="none",
        text = element_text(size = 16),  # Adjust the font size here
        axis.title = element_text(size = 16),  # Adjust the title font size
        axis.text = element_text(size = 10)) +  # Adjust the axis text font size
  scale_x_continuous(labels = scales::comma) 
# Summary table 
summary_table <- test_graph_dt %>%
  group_by(community) %>%
  summarise(
    Q1 = paste0(round(quantile(perc_error, 0.25, na.rm = TRUE), 2), "%"),
    Median = paste0(round(median(perc_error, na.rm = TRUE) , 2), "%"),
    Mean = paste0(round(mean(perc_error, na.rm = TRUE), 2), "%"),
    Q3 = paste0(round(quantile(perc_error, 0.75, na.rm = TRUE), 2), "%"),
  )
# Get community variable
train_dt <- raw_train %>% as.data.table

train_dt[, community := 'Dubai Marina']

train_dt<- train_dt %>%
  .[community_Jumeirah.Beach.Residence..JBR.==T, community := 'Jumeirah Beach \n Residence (JBR)'] %>%
  .[community_Jumeirah.Lake.Towers..JLT.==T, community := 'Jumeirah Lake \n Towers (JLT)'] %>%
  .[community_Jumeirah.Village.Circle..JVC.==T, community := 'Jumeirah Village \n Circle (JVC)']


# Understand high prediction errors
investigate_train <-cbind(exp(y_train_df), address = raw_train$address_simple, subdistrict =raw_train$subdistrict, community = train_dt$community)
                            
investigate_test <-cbind(exp(y_test_df), prediction = pred, test_graph_dt$perc_error, address = raw_test$address_simple, subdistrict =raw_test$subdistrict, community = test_graph_dt$community)

# Caculate mean values by region in train

variables <- c("price") 

investigate_train <- investigate_train %>%
  group_by(address) %>%
  mutate(across(all_of(variables), ~mean(.x, na.rm = TRUE), .names = "mean_{.col}_address")) %>%
  ungroup() %>%
  group_by(subdistrict) %>%
  mutate(across(all_of(variables), ~mean(.x, na.rm = TRUE), .names = "mean_{.col}_sub")) %>%
  ungroup() %>%
  group_by(community) %>%
  mutate(across(all_of(variables), ~mean(.x, na.rm = TRUE), .names = "mean_{.col}_com")) %>%
  ungroup()

# Drop duplicates
investigate_train <- select(investigate_train, -variables)
## Warning: Using an external vector in selections was deprecated in tidyselect 1.1.0.
## ℹ Please use `all_of()` or `any_of()` instead.
##   # Was:
##   data %>% select(variables)
## 
##   # Now:
##   data %>% select(all_of(variables))
## 
## See <https://tidyselect.r-lib.org/reference/faq-external-vector.html>.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.
investigate_train <- investigate_train %>% 
  distinct()

# Merge with test
merged_df <- merge(investigate_test, investigate_train, by.x=c("address", "subdistrict", "community"), by.y=c("address", "subdistrict", "community"), all.x=TRUE)

merged_df$diff_add <- ((merged_df$price - merged_df$mean_price_address)/merged_df$mean_price_address)*100
merged_df$diff_region <- ((merged_df$price - merged_df$mean_price_sub)/merged_df$mean_price_sub)*100
merged_df$diff_com <- ((merged_df$price - merged_df$mean_price_com)/merged_df$mean_price_com)*100